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        "availability": "general",
        "surface": [
          "desktop",
          "mobile",
          "web",
          "slack",
          "teams"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "muse",
      "name": "Muse (Meta)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "meta",
        "personal-agent",
        "muse"
      ],
      "links": [],
      "url": "https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/",
      "launched": "2026-09-08",
      "description": "Meta's personal AI agent, run on a dedicated Muse Secure VM and used through the Muse app and WhatsApp. US-only at launch, free for most uses with paid plans; a Mac app and an iPad app followed.",
      "access": "app",
      "pricing": "freemium",
      "freeTier": true,
      "rivals": [
        "dots",
        "claude-duet",
        "grok-bot",
        "gemini-spark",
        "microsoft-autopilot",
        "manus-cue",
        "hark"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "Meta",
        "availability": "general",
        "surface": [
          "mobile",
          "web",
          "messaging",
          "desktop"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "claude-duet",
      "name": "Claude Duet (Anthropic)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "anthropic",
        "claude",
        "personal-agent",
        "duet"
      ],
      "links": [],
      "url": "https://claude.com/resources/articles/claude-duet",
      "launched": "2026-10-21",
      "description": "Anthropic's proactive agent you message like a person: a morning brief, tasks that continue on its own cloud computer and browser, and approval before it sends, pays, signs or deletes. Research preview on iOS, Android and claude.ai for Pro and Max in the US, by waitlist; runs on Claude Opus 5.5.",
      "access": "app",
      "pricing": "paid",
      "rivals": [
        "dots",
        "muse",
        "grok-bot",
        "gemini-spark",
        "microsoft-autopilot",
        "manus-cue",
        "hark"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "Anthropic",
        "availability": "waitlist",
        "surface": [
          "mobile",
          "web"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "grok-bot",
      "name": "Grok Bot (xAI)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "xai",
        "grok",
        "personal-agent"
      ],
      "links": [],
      "url": "https://x.ai/news/introducing-grok-bot",
      "launched": "2026-08-11",
      "description": "xAI's bots that share a cloud computer and are messaged like colleagues. Beta on desktop and iOS for listed SuperGrok and Cursor plans; enterprise users join a waitlist.",
      "access": "app",
      "pricing": "paid",
      "rivals": [
        "dots",
        "muse",
        "claude-duet",
        "gemini-spark",
        "microsoft-autopilot",
        "manus-cue",
        "hark"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "xAI",
        "availability": "beta",
        "surface": [
          "desktop",
          "mobile"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "gemini-spark",
      "name": "Gemini Spark (Google)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "google",
        "gemini",
        "personal-agent",
        "spark"
      ],
      "links": [],
      "url": "https://gemini.google/overview/agent/spark/",
      "launched": "2026-05-19",
      "description": "Google's agent that works in the background around the clock, even with your phone and laptop off. For Google AI Pro and Ultra subscribers aged 18+ in select countries and select business users.",
      "access": "app",
      "pricing": "paid",
      "rivals": [
        "dots",
        "muse",
        "claude-duet",
        "grok-bot",
        "microsoft-autopilot",
        "manus-cue",
        "hark"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "Google",
        "availability": "general",
        "surface": [
          "mobile",
          "web"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "microsoft-autopilot",
      "name": "Autopilot (Microsoft, formerly Scout)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "microsoft",
        "copilot",
        "scout",
        "autopilot",
        "personal-agent"
      ],
      "links": [],
      "url": "https://www.microsoft.com/en-us/copilot/blog/2026/06/02/introducing-microsoft-scout-your-always-on-personal-agent/",
      "launched": "2026-06-02",
      "description": "Microsoft's always-on agent with its own Entra identity, working across Teams, Outlook, OneDrive and SharePoint. Introduced as Scout at Build on 2 June 2026 and renamed Autopilot in September; powered by OpenClaw open-source technology; experimental release for Frontier organizations and private preview customers, no published price.",
      "access": "app",
      "pricing": "paid",
      "rivals": [
        "dots",
        "muse",
        "claude-duet",
        "grok-bot",
        "gemini-spark",
        "manus-cue",
        "hark"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "Microsoft",
        "availability": "preview",
        "surface": [
          "teams",
          "microsoft-365",
          "desktop"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "manus-cue",
      "name": "Cue (Manus)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "manus",
        "personal-agent",
        "cue"
      ],
      "links": [],
      "url": "https://manus.im",
      "launched": "2026-09-28",
      "description": "Manus's early-access personal-agent app, announced with Manus 2.0 on 28 September 2026: each Cue agent gets its own email address, phone number, wallet and computer. Invite-based early access.",
      "access": "app",
      "pricing": "freemium",
      "rivals": [
        "dots",
        "muse",
        "claude-duet",
        "grok-bot",
        "gemini-spark",
        "microsoft-autopilot",
        "hark"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "Manus",
        "availability": "waitlist",
        "surface": [
          "mobile",
          "desktop"
        ],
        "ownComputer": "true"
      }
    },
    {
      "slug": "hark",
      "name": "Hark Pro (Hark)",
      "kind": "always-on-agent",
      "tags": [
        "always-on",
        "hark",
        "personal-agent",
        "computer-use",
        "handoff"
      ],
      "links": [],
      "url": "https://hark.com",
      "launched": "2026-10-06",
      "description": "Hark's personal intelligence system with Handoff, a computer-use agent that can navigate any website and complete tasks end-to-end in its own secure cloud computer. Available on iOS, Android and web for free with a subscription tier for heavy users; end-to-end encryption for logins and payments.",
      "access": "app",
      "pricing": "freemium",
      "freeTier": true,
      "rivals": [
        "dots",
        "muse",
        "claude-duet",
        "grok-bot",
        "gemini-spark",
        "microsoft-autopilot",
        "manus-cue"
      ],
      "kinds": [
        "always-on-agent"
      ],
      "facets": {
        "maker": "Hark",
        "availability": "general",
        "surface": [
          "mobile",
          "web",
          "desktop"
        ],
        "ownComputer": "true",
        "computerUse": "true"
      }
    },
    {
      "slug": "firecrawl",
      "name": "Firecrawl",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://firecrawl.dev",
      "description": "Scrape → clean markdown for agents.",
      "access": "api",
      "pricing": "freemium",
      "github": {
        "repo": "mendableai/firecrawl",
        "stars": 201082,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "scrape",
        "markdown"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "scrape",
          "markdown"
        ]
      }
    },
    {
      "slug": "postiz",
      "name": "Postiz",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://postiz.com",
      "description": "Open social-media scheduler + agents.",
      "access": "oss",
      "pricing": "freemium",
      "github": {
        "repo": "gitroomhq/postiz-app",
        "stars": 41425,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "social",
        "scheduler"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "social-publish",
          "scheduler"
        ],
        "oss": "true"
      }
    },
    {
      "slug": "tavily",
      "name": "Tavily",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://tavily.com",
      "description": "Search API built for agents.",
      "access": "api",
      "pricing": "freemium",
      "github": {
        "repo": "tavily-ai/tavily-python",
        "stars": 1429,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "search"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "search"
        ]
      }
    },
    {
      "slug": "exa",
      "name": "Exa",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://exa.ai",
      "description": "Neural search API for agents.",
      "access": "api",
      "pricing": "freemium",
      "github": {
        "repo": "exa-labs/exa-py",
        "stars": 238,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "search"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "search"
        ]
      }
    },
    {
      "slug": "github",
      "name": "GitHub",
      "kind": "api-service",
      "tags": [
        "platform",
        "git"
      ],
      "links": [],
      "url": "https://github.com",
      "description": "The code host everything indexes against — API, Models, Copilot, Actions.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "git",
        "api",
        "ci",
        "copilot"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "git",
          "api",
          "ci",
          "copilot"
        ]
      }
    },
    {
      "slug": "agentmail",
      "name": "AgentMail",
      "kind": "api-service",
      "tags": [
        "email"
      ],
      "links": [],
      "url": "https://agentmail.to",
      "description": "Email inboxes for agents.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "email",
        "agents"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "email",
          "agents"
        ]
      }
    },
    {
      "slug": "t3rnel-browser",
      "name": "T3rnel Browser",
      "kind": "api-service",
      "tags": [
        "t3rnel",
        "featured"
      ],
      "links": [],
      "url": "https://chromewebstore.google.com/detail/t3rnel-browser/egpckhdpkoeimoekciejbmbbcackhdmd",
      "description": "Real-browser MCP extension — automation with the user's real profile.",
      "access": "extension",
      "pricing": "free",
      "caps": [
        "browser",
        "mcp",
        "automation"
      ],
      "kinds": [
        "browser-agent"
      ],
      "facets": {
        "caps": [
          "browser",
          "extension",
          "mcp",
          "automation"
        ],
        "oss": "false"
      }
    },
    {
      "slug": "zernio",
      "name": "Zernio",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://zernio.com",
      "description": "Social publishing API.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "social-publish"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "social-publish"
        ]
      }
    },
    {
      "slug": "brave-search-api",
      "name": "Brave Search API",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://brave.com/search/api",
      "description": "Independent web search API.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "search"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "search"
        ]
      }
    },
    {
      "slug": "serpapi",
      "name": "SerpApi",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://serpapi.com",
      "description": "Search-engine results API.",
      "access": "api",
      "pricing": "paid",
      "caps": [
        "search"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "search"
        ]
      }
    },
    {
      "slug": "composio",
      "name": "Composio",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://composio.dev",
      "description": "Tool integrations for agents.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "integrations",
        "tools"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "integrations",
          "tools"
        ]
      }
    },
    {
      "slug": "arcade",
      "name": "Arcade.dev",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://arcade.dev",
      "description": "Agent tool-calling platform + auth.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "tools",
        "auth"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "tools",
          "auth"
        ]
      }
    },
    {
      "slug": "resend",
      "name": "Resend",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://resend.com",
      "description": "Developer email API.",
      "access": "api",
      "pricing": "freemium",
      "caps": [
        "email"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "email"
        ]
      }
    },
    {
      "slug": "twilio",
      "name": "Twilio",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://twilio.com",
      "description": "SMS/voice/WhatsApp APIs.",
      "access": "api",
      "pricing": "paid",
      "caps": [
        "sms",
        "voice",
        "whatsapp"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "sms",
          "voice",
          "whatsapp"
        ]
      }
    },
    {
      "slug": "hf-openllm-leaderboard",
      "name": "HF Open LLM Leaderboard",
      "kind": "api-service",
      "tags": [
        "benchmarks"
      ],
      "links": [],
      "url": "https://huggingface.co/spaces/open-llm-leaderboard",
      "description": "The canonical open-model benchmark board.",
      "access": "web",
      "pricing": "free",
      "caps": [
        "benchmarks"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "benchmarks"
        ]
      }
    },
    {
      "slug": "lmarena",
      "name": "LMArena",
      "kind": "api-service",
      "tags": [
        "benchmarks"
      ],
      "links": [],
      "url": "https://lmarena.ai",
      "description": "Crowd-voted model arena.",
      "access": "web",
      "pricing": "free",
      "caps": [
        "benchmarks",
        "elo"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "benchmarks",
          "elo"
        ]
      }
    },
    {
      "slug": "livebench",
      "name": "LiveBench",
      "kind": "api-service",
      "tags": [],
      "links": [],
      "url": "https://livebench.ai",
      "description": "Contamination-resistant benchmarks.",
      "access": "web",
      "pricing": "free",
      "caps": [
        "benchmarks"
      ],
      "kinds": [
        "api-service"
      ],
      "facets": {
        "caps": [
          "benchmarks"
        ]
      }
    },
    {
      "slug": "camel-ai",
      "name": "CAMEL-AI",
      "kind": "autonomous-agent",
      "tags": [
        "oss"
      ],
      "links": [],
      "url": "https://www.camel-ai.org",
      "description": "Multi-agent framework for agent societies.",
      "access": "oss",
      "pricing": "free",
      "github": {
        "repo": "camel-ai/camel",
        "stars": 18030,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "python",
        "multi-agent"
      ],
      "kinds": [
        "autonomous-agent",
        "agent-framework"
      ],
      "facets": {
        "interface": [
          "library"
        ],
        "lang": "python",
        "oss": "true",
        "multiAgent": "true"
      }
    },
    {
      "slug": "agent-s",
      "name": "Agent-S",
      "kind": "autonomous-agent",
      "tags": [],
      "links": [],
      "url": "https://github.com/simular-ai/Agent-S",
      "description": "Simular's computer-use agent.",
      "access": "oss",
      "pricing": "free",
      "github": {
        "repo": "simular-ai/Agent-S",
        "stars": 12950,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "computer-use",
        "agent"
      ],
      "kinds": [
        "autonomous-agent",
        "browser-agent"
      ],
      "facets": {
        "interface": [
          "cli"
        ],
        "oss": "true",
        "caps": [
          "computer-use"
        ]
      }
    },
    {
      "slug": "claude-execute",
      "name": "claude-execute",
      "kind": "autonomous-agent",
      "tags": [],
      "links": [],
      "url": "https://github.com/vaughanf1/claude-execute",
      "description": "Claude + TradingView + BitGet trading bot.",
      "access": "oss",
      "pricing": "free",
      "github": {
        "repo": "vaughanf1/claude-execute",
        "stars": 122,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "trading",
        "agent"
      ],
      "kinds": [
        "autonomous-agent"
      ],
      "facets": {
        "interface": [
          "daemon"
        ],
        "lang": "ts",
        "oss": "true",
        "autonomous": "true"
      }
    },
    {
      "slug": "solvent-agent",
      "name": "solvent-agent",
      "kind": "autonomous-agent",
      "tags": [],
      "links": [],
      "url": "https://github.com/ianalloway/solvent-agent",
      "description": "Solvent agent experiments.",
      "access": "oss",
      "pricing": "free",
      "github": {
        "repo": "ianalloway/solvent-agent",
        "stars": 114,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "agent"
      ],
      "kinds": [
        "autonomous-agent"
      ],
      "facets": {
        "oss": "true"
      }
    },
    {
      "slug": "manus",
      "name": "Manus",
      "kind": "autonomous-agent",
      "tags": [
        "manus"
      ],
      "links": [],
      "url": "https://manus.im",
      "description": "Fully autonomous general agent.",
      "access": "web",
      "pricing": "paid",
      "caps": [
        "autonomous",
        "cloud"
      ],
      "kinds": [
        "autonomous-agent"
      ],
      "facets": {
        "interface": [
          "cloud",
          "web"
        ]
      }
    },
    {
      "slug": "suna",
      "name": "Suna",
      "kind": "autonomous-agent",
      "tags": [
        "oss",
        "manus-alt"
      ],
      "links": [],
      "url": "https://suna.so",
      "description": "Open Manus-style generalist agent (self-hostable).",
      "access": "self-host",
      "pricing": "free",
      "github": {
        "repo": "kortix-ai/suna"
      },
      "caps": [
        "autonomous",
        "selfhost"
      ],
      "kinds": [
        "autonomous-agent"
      ],
      "facets": {
        "interface": [
          "selfhost",
          "web"
        ],
        "oss": "true",
        "selfHost": "true"
      }
    },
    {
      "slug": "browser-use",
      "name": "browser-use",
      "kind": "browser-agent",
      "tags": [],
      "links": [],
      "url": "https://browser-use.com",
      "description": "Python browser automation for agents.",
      "access": "oss",
      "pricing": "free",
      "github": {
        "repo": "browser-use/browser-use",
        "stars": 120802,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "browser",
        "automation"
      ],
      "kinds": [
        "browser-agent"
      ],
      "facets": {
        "caps": [
          "browser",
          "automation"
        ],
        "oss": "true"
      }
    },
    {
      "slug": "agent-reach",
      "name": "Agent-Reach",
      "kind": "browser-agent",
      "tags": [],
      "links": [],
      "url": "https://github.com/Panniantong/Agent-Reach",
      "description": "Agent reach/outreach tooling.",
      "access": "oss",
      "pricing": "free",
      "github": {
        "repo": "Panniantong/Agent-Reach",
        "stars": 111216,
        "starsAsOf": "2026-11-12"
      },
      "caps": [
        "outreach"
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      "slug": "oxylabs",
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      "slug": "cloudflare-workers",
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        "interface": [
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        ]
      }
    },
    {
      "slug": "deepseek-harness",
      "name": "DeepSeek harness",
      "kind": "coding-harness",
      "tags": [],
      "links": [],
      "url": "https://github.com/deepseek-ai",
      "description": "DeepSeek agent harness/tooling.",
      "access": "oss",
      "pricing": "free",
      "caps": [
        "agent",
        "oss"
      ],
      "kinds": [
        "coding-harness"
      ],
      "facets": {
        "oss": "true"
      }
    },
    {
      "slug": "bitcoin",
      "name": "Bitcoin",
      "kind": "crypto-currency",
      "tags": [
        "btc"
      ],
      "links": [],
      "url": "https://bitcoin.org",
      "description": "The original chain — store of value.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "btc"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "btc"
        ]
      }
    },
    {
      "slug": "ethereum",
      "name": "Ethereum",
      "kind": "crypto-currency",
      "tags": [
        "eth",
        "evm"
      ],
      "links": [],
      "url": "https://ethereum.org",
      "description": "Smart-contract L1.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "eth"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "eth"
        ]
      }
    },
    {
      "slug": "solana",
      "name": "Solana",
      "kind": "crypto-currency",
      "tags": [
        "sol"
      ],
      "links": [],
      "url": "https://solana.com",
      "description": "High-throughput L1 — agent trading's home chain.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "sol"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "sol"
        ]
      }
    },
    {
      "slug": "near",
      "name": "NEAR Protocol",
      "kind": "crypto-currency",
      "tags": [
        "near",
        "agents"
      ],
      "links": [],
      "url": "https://near.org",
      "description": "Agent-oriented chain with a jobs market.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "near"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "near"
        ]
      }
    },
    {
      "slug": "base",
      "name": "Base",
      "kind": "crypto-currency",
      "tags": [
        "base",
        "l2",
        "x402"
      ],
      "links": [],
      "url": "https://base.org",
      "description": "Coinbase's Ethereum L2 — x402's home rail.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "eth",
        "base"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "eth",
          "base"
        ]
      }
    },
    {
      "slug": "usdc",
      "name": "USDC",
      "kind": "crypto-currency",
      "tags": [
        "usdc",
        "stable"
      ],
      "links": [],
      "url": "https://www.circle.com/usdc",
      "description": "The stablecoin most agent work settles in.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "stablecoin"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "stablecoin"
        ]
      }
    },
    {
      "slug": "ton",
      "name": "TON",
      "kind": "crypto-currency",
      "tags": [
        "ton",
        "telegram"
      ],
      "links": [],
      "url": "https://ton.org",
      "description": "Telegram's chain — agent channels live there.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "ton"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "ton"
        ]
      }
    },
    {
      "slug": "polygon-matic",
      "name": "Polygon",
      "kind": "crypto-currency",
      "tags": [
        "polygon",
        "l2"
      ],
      "links": [],
      "url": "https://polygon.technology",
      "description": "Ethereum scaling — Polymarket's home.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "polygon"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "polygon"
        ]
      }
    },
    {
      "slug": "bnb",
      "name": "BNB Chain",
      "kind": "crypto-currency",
      "tags": [
        "bnb",
        "bsc"
      ],
      "links": [],
      "url": "https://bnbchain.org",
      "description": "Binance's chain.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "bnb"
      ],
      "kinds": [
        "crypto-currency"
      ],
      "facets": {
        "chain": [
          "bnb"
        ]
      }
    },
    {
      "slug": "laya",
      "name": "Laya (Convai Innovations)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "open-weights",
        "self-host",
        "laya",
        "multilingual"
      ],
      "links": [
        {
          "label": "Docs",
          "url": "https://nandhakishorm.github.io/laya/"
        },
        {
          "label": "Model",
          "url": "https://huggingface.co/convaiinnovations/laya"
        }
      ],
      "url": "https://github.com/NandhaKishorM/laya",
      "launched": "2026-09-18",
      "description": "Open, non-autoregressive decision engine: typed choice, score and yes/no decisions in a single forward pass, 100+ languages, with a router that picks the checkpoint per request. Apache-2.0; runs on your own hardware (33 ms for one question on a T4).",
      "access": "oss",
      "pricing": "free",
      "freeTier": true,
      "github": {
        "repo": "NandhaKishorM/laya",
        "stars": 35437,
        "starsAsOf": "2026-11-12"
      },
      "rivals": [
        "jev",
        "clef",
        "kev",
        "pplx-decider",
        "openai-decisions-api",
        "liquid-d1",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Convai Innovations",
        "open": "open-weights",
        "delivery": [
          "self-host",
          "edge"
        ],
        "input": [
          "text"
        ]
      }
    },
    {
      "slug": "kev",
      "name": "Kev (Jared Palmer)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "open-weights",
        "self-host",
        "jev-compatible",
        "kev"
      ],
      "links": [],
      "url": "https://github.com/jaredpalmer/kev",
      "launched": "2026-09",
      "description": "A family of small self-hosted decision models built on Qwen3.5 (0.8B, 4B and 9B) with training code and an API that matches TypeSafe's System One, so TypeSafe's own SDK can point at a local server. Apache-2.0.",
      "access": "oss",
      "pricing": "free",
      "freeTier": true,
      "github": {
        "repo": "jaredpalmer/kev",
        "stars": 9960,
        "starsAsOf": "2026-11-12"
      },
      "rivals": [
        "jev",
        "clef",
        "laya",
        "pplx-decider",
        "openai-decisions-api",
        "liquid-d1",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Jared Palmer",
        "open": "open-weights",
        "delivery": [
          "self-host"
        ],
        "jevApi": "true",
        "input": [
          "text"
        ]
      }
    },
    {
      "slug": "jev",
      "name": "Jev (TypeSafe AI)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "system-one",
        "classifier",
        "jev",
        "typesafe"
      ],
      "links": [
        {
          "label": "Docs",
          "url": "https://docs.typesafe.ai"
        }
      ],
      "url": "https://typesafe.ai",
      "launched": "2026-09",
      "description": "The model that defined the category: TypeSafe's hosted System One decision model. One POST to /v1/systemone with a state and typed questions returns calibrated probabilities. Jev 1.14 (jev-1.14.0) has been available since 14 October 2026; text input, closed weights.",
      "access": "api",
      "pricing": "paid",
      "priceIn": 0.042,
      "priceOut": 0,
      "specSource": "TypeSafe docs (docs.typesafe.ai/models)",
      "rivals": [
        "clef",
        "laya",
        "kev",
        "pplx-decider",
        "openai-decisions-api",
        "liquid-d1",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "TypeSafe AI",
        "open": "closed",
        "delivery": [
          "hosted-api"
        ],
        "input": [
          "text"
        ]
      }
    },
    {
      "slug": "clef",
      "name": "Clef (Cloudflare)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "open-weights",
        "jev-compatible",
        "cloudflare",
        "workers-ai",
        "clef"
      ],
      "links": [
        {
          "label": "Weights",
          "url": "https://huggingface.co/Cloudflare/clef"
        },
        {
          "label": "Workers AI docs",
          "url": "https://developers.cloudflare.com/workers-ai/models/clef/"
        }
      ],
      "url": "https://blog.cloudflare.com/clef-decision-models/",
      "launched": "2026-10-01",
      "description": "Cloudflare's open decision models Clef and Clef-flash (Clef-omni adds audio and video), hosted on Workers AI and released as Apache-2.0 weights. Drop-in compatible with Jev's System One API; Cloudflare reports Clef 2.5x and Clef-flash 13x faster than Jev at the median. Clef-flash costs $0.038 per 1M input tokens.",
      "access": "api",
      "pricing": "paid",
      "priceIn": 0.038,
      "priceOut": 0,
      "specSource": "Cloudflare Workers AI changelog (Clef-flash)",
      "rivals": [
        "jev",
        "laya",
        "kev",
        "pplx-decider",
        "openai-decisions-api",
        "liquid-d1",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Cloudflare",
        "open": "open-weights",
        "delivery": [
          "hosted-api",
          "self-host"
        ],
        "jevApi": "true",
        "input": [
          "text",
          "image"
        ]
      }
    },
    {
      "slug": "pplx-decider",
      "name": "pplx-decider (Perplexity)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "perplexity",
        "decisions-api",
        "image-input"
      ],
      "links": [],
      "url": "https://docs.perplexity.ai/docs/decisions/quickstart",
      "launched": "2026-10-05",
      "description": "Perplexity's Decisions API: pplx-decider-v1.2 (27B, $0.02 per 1M input tokens) and pplx-decider-flash-v1.2 (4B, $0.01). Text and image input, 256K context; the flash model also runs locally in Decider for Mac.",
      "access": "api",
      "pricing": "paid",
      "priceIn": 0.02,
      "priceOut": 0,
      "specSource": "Perplexity Decisions API docs",
      "rivals": [
        "jev",
        "clef",
        "laya",
        "kev",
        "openai-decisions-api",
        "liquid-d1",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Perplexity",
        "open": "open-weights",
        "delivery": [
          "hosted-api",
          "edge"
        ],
        "input": [
          "text",
          "image"
        ]
      }
    },
    {
      "slug": "openai-decisions-api",
      "name": "Decisions API (OpenAI)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "openai",
        "decisions-api",
        "gpt-6-luna"
      ],
      "links": [
        {
          "label": "Docs",
          "url": "https://developers.openai.com/api/docs/guides/decisions"
        }
      ],
      "url": "https://openai.com/index/decisions-api/",
      "launched": "2026-10-22",
      "description": "OpenAI's Decisions API, generally available 22 October 2026 on GPT-6 Luna: predicate, choice and score questions over text, images and JSON, up to 400 questions per request, $0.10 per 1M input tokens ($0.01 cached). Its own request shape, not Jev's.",
      "access": "api",
      "pricing": "paid",
      "priceIn": 0.1,
      "priceOut": 0,
      "specSource": "OpenAI Decisions API announcement",
      "rivals": [
        "jev",
        "clef",
        "laya",
        "kev",
        "pplx-decider",
        "liquid-d1",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "OpenAI",
        "open": "closed",
        "delivery": [
          "hosted-api"
        ],
        "input": [
          "text",
          "image"
        ]
      }
    },
    {
      "slug": "liquid-d1",
      "name": "d1 (Liquid AI)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "open-weights",
        "edge",
        "jev-compatible",
        "liquid-ai",
        "multimodal"
      ],
      "links": [
        {
          "label": "Docs",
          "url": "https://docs.liquid.ai/lfm/models/decision-models"
        }
      ],
      "url": "https://www.liquid.ai/blog/d1-decision-model",
      "launched": "2026-10-05",
      "description": "Liquid AI's decision-model family: hosted d1.1 and d1-ultra (text and images) over the Liquid API, plus open-weight d1-3B and d1-omni-600M (text with image or audio) for local and edge use under the LFM Open License. Uses Jev's request shape.",
      "access": "api",
      "pricing": "paid",
      "rivals": [
        "jev",
        "clef",
        "laya",
        "kev",
        "pplx-decider",
        "openai-decisions-api",
        "microsoft-decision-1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Liquid AI",
        "open": "open-weights",
        "delivery": [
          "hosted-api",
          "edge"
        ],
        "jevApi": "true",
        "input": [
          "text",
          "image",
          "audio"
        ]
      }
    },
    {
      "slug": "microsoft-decision-1",
      "name": "Microsoft-Decision-1",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "microsoft",
        "foundry",
        "openrouter"
      ],
      "links": [
        {
          "label": "Foundry",
          "url": "https://ai.azure.com/catalog/models/Microsoft-Decision-1"
        },
        {
          "label": "OpenRouter",
          "url": "https://openrouter.ai/microsoft/microsoft-decision-1"
        }
      ],
      "url": "https://commandline.microsoft.com/microsoft-decision-1-model-foundry/",
      "launched": "2026-10-09",
      "description": "Microsoft's decision-scoring model, post-trained from Qwen3.5-9B, in public preview in Microsoft Foundry and on OpenRouter. $0.042 per 1M input tokens, matching Jev; Microsoft says it will be rebased on MAI and OpenAI models.",
      "access": "api",
      "pricing": "paid",
      "priceIn": 0.042,
      "priceOut": 0,
      "specSource": "Microsoft Foundry announcement",
      "rivals": [
        "jev",
        "clef",
        "laya",
        "kev",
        "pplx-decider",
        "openai-decisions-api",
        "liquid-d1",
        "fastino-glide"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Microsoft",
        "open": "closed",
        "delivery": [
          "hosted-api"
        ],
        "input": [
          "text"
        ]
      }
    },
    {
      "slug": "fastino-glide",
      "name": "GLiDE (Fastino)",
      "kind": "decision-model",
      "tags": [
        "decision-model",
        "fastino",
        "glide",
        "jev-compatible"
      ],
      "links": [],
      "url": "https://fastino.ai/blog/decision-models-explained",
      "launched": "2026-10",
      "description": "Fastino's Generalized Lightweight Decision Engine: a hosted API using the same state-and-questions format as Jev, which reasons further only when its first estimate is uncertain. Fastino's open GLiNER2.5-Decide is a compact English classifier under Apache-2.0.",
      "access": "api",
      "pricing": "paid",
      "priceIn": 0.15,
      "priceOut": 0,
      "specSource": "Infrabase decision-model directory",
      "rivals": [
        "jev",
        "clef",
        "laya",
        "kev",
        "pplx-decider",
        "openai-decisions-api",
        "liquid-d1",
        "microsoft-decision-1"
      ],
      "kinds": [
        "decision-model"
      ],
      "facets": {
        "maker": "Fastino",
        "open": "closed",
        "delivery": [
          "hosted-api"
        ],
        "jevApi": "true",
        "input": [
          "text"
        ]
      }
    },
    {
      "slug": "deriv",
      "name": "Deriv",
      "kind": "finance-brokerage",
      "tags": [
        "api-trading"
      ],
      "links": [],
      "url": "https://deriv.com",
      "description": "Trading API incl. bot trading (synthetics, forex).",
      "access": "api",
      "pricing": "free",
      "caps": [
        "trading",
        "api",
        "bots"
      ],
      "kinds": [
        "finance-brokerage"
      ],
      "facets": {
        "asset": [
          "synthetics",
          "forex",
          "commodities"
        ],
        "apiTrading": "true",
        "bots": "true"
      }
    },
    {
      "slug": "alpaca",
      "name": "Alpaca",
      "kind": "finance-brokerage",
      "tags": [],
      "links": [],
      "url": "https://alpaca.markets",
      "description": "Commission-free stock/crypto trading API.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "stocks",
        "crypto",
        "api"
      ],
      "kinds": [
        "finance-brokerage"
      ],
      "facets": {
        "asset": [
          "stocks",
          "crypto",
          "options"
        ],
        "apiTrading": "true",
        "bots": "true"
      }
    },
    {
      "slug": "polygon",
      "name": "Polygon.io",
      "kind": "finance-brokerage",
      "tags": [],
      "links": [],
      "url": "https://polygon.io",
      "description": "Market data API.",
      "access": "api",
      "pricing": "paid",
      "caps": [
        "market-data"
      ],
      "kinds": [
        "finance-brokerage"
      ],
      "facets": {
        "asset": [
          "marketdata",
          "stocks",
          "crypto"
        ],
        "apiTrading": "true"
      }
    },
    {
      "slug": "interactive-brokers",
      "name": "Interactive Brokers",
      "kind": "finance-brokerage",
      "tags": [],
      "links": [],
      "url": "https://interactivebrokers.com",
      "description": "Global multi-asset brokerage API.",
      "access": "api",
      "pricing": "paid",
      "caps": [
        "stocks",
        "options",
        "futures",
        "forex",
        "bonds"
      ],
      "facets": {
        "asset": [
          "stocks",
          "options",
          "futures",
          "forex",
          "bonds"
        ],
        "apiTrading": "true",
        "bots": "true"
      },
      "kinds": [
        "finance-brokerage"
      ]
    },
    {
      "slug": "binance",
      "name": "Binance",
      "kind": "finance-exchange",
      "tags": [
        "exchange"
      ],
      "links": [],
      "url": "https://binance.com",
      "description": "Largest crypto exchange API.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "crypto",
        "trading"
      ],
      "kinds": [
        "finance-exchange"
      ],
      "facets": {
        "spot": "true",
        "futures": "true",
        "api": "true"
      }
    },
    {
      "slug": "coinbase",
      "name": "Coinbase Advanced",
      "kind": "finance-exchange",
      "tags": [],
      "links": [],
      "url": "https://coinbase.com",
      "description": "US exchange API.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "crypto",
        "trading"
      ],
      "kinds": [
        "finance-exchange"
      ],
      "facets": {
        "spot": "true",
        "api": "true"
      }
    },
    {
      "slug": "okx",
      "name": "OKX",
      "kind": "finance-exchange",
      "tags": [],
      "links": [],
      "url": "https://okx.com",
      "description": "Exchange API + agent service platform.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "crypto",
        "trading",
        "agent-services"
      ],
      "kinds": [
        "finance-exchange"
      ],
      "facets": {
        "spot": "true",
        "futures": "true",
        "api": "true"
      }
    },
    {
      "slug": "kraken",
      "name": "Kraken",
      "kind": "finance-exchange",
      "tags": [],
      "links": [],
      "url": "https://kraken.com",
      "description": "Exchange API.",
      "access": "api",
      "pricing": "free",
      "caps": [
        "crypto",
        "trading"
      ],
      "kinds": [
        "finance-exchange"
      ],
      "facets": {
        "spot": "true",
        "futures": "true",
        "api": "true"
      }
    },
    {
      "slug": "kucoin",
      "name": "KuCoin",
      "kind": "finance-exchange",
      "tags": [],
      "links": [],
      "url": "https://kucoin.com",
      "description": "Wide-alt exchange API.",
      "access": "api",
      "pricing": "free",
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        "mcp-server"
      ],
      "facets": {
        "caps": [
          "browser",
          "session"
        ],
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "t3rnel-mem0-mcp",
      "name": "T3rnel mem0",
      "kind": "mcp-server",
      "tags": [],
      "links": [],
      "url": "https://github.com/t3ratech/t3rnel",
      "description": "T3rnel memory facade MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "memory"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "memory"
        ],
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "t3rnel-doc-intel-mcp",
      "name": "T3rnel Document Intelligence",
      "kind": "mcp-server",
      "tags": [],
      "links": [],
      "url": "https://github.com/t3ratech/t3rnel",
      "description": "Invoice/receipt extraction MCP (sibling product).",
      "access": "mcp",
      "pricing": "freemium",
      "caps": [
        "extraction"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "extraction"
        ],
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "headroom",
      "name": "Headroom",
      "kind": "mcp-server",
      "tags": [
        "memory"
      ],
      "links": [],
      "url": "https://github.com/headroom",
      "description": "Agent headroom/memory MCP.",
      "access": "oss",
      "pricing": "free",
      "caps": [
        "memory",
        "mcp"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "memory",
          "headroom"
        ],
        "oss": "true"
      }
    },
    {
      "slug": "composio-mcp",
      "name": "Composio MCP",
      "kind": "mcp-server",
      "tags": [
        "tools"
      ],
      "links": [],
      "url": "https://composio.dev",
      "description": "Tool integrations MCP.",
      "access": "mcp",
      "pricing": "freemium",
      "caps": [
        "integrations",
        "tools",
        "mcp"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "integrations",
          "tools",
          "mcp"
        ]
      }
    },
    {
      "slug": "gitlab-mcp",
      "name": "GitLab MCP",
      "kind": "mcp-server",
      "tags": [
        "gitlab"
      ],
      "links": [],
      "url": "https://gitlab.com",
      "description": "GitLab's official MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "gitlab",
        "git"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "gitlab",
          "git"
        ]
      }
    },
    {
      "slug": "linear-mcp",
      "name": "Linear MCP",
      "kind": "mcp-server",
      "tags": [
        "pm"
      ],
      "links": [],
      "url": "https://linear.app",
      "description": "Linear's official MCP.",
      "access": "mcp",
      "pricing": "paid",
      "caps": [
        "issues",
        "pm"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "issues",
          "pm"
        ]
      }
    },
    {
      "slug": "slack-mcp",
      "name": "Slack MCP",
      "kind": "mcp-server",
      "tags": [
        "chat"
      ],
      "links": [],
      "url": "https://slack.com",
      "description": "Slack's official MCP.",
      "access": "mcp",
      "pricing": "paid",
      "caps": [
        "chat",
        "slack"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "chat",
          "slack"
        ]
      }
    },
    {
      "slug": "notion-mcp",
      "name": "Notion MCP",
      "kind": "mcp-server",
      "tags": [
        "docs"
      ],
      "links": [],
      "url": "https://notion.so",
      "description": "Notion's official MCP.",
      "access": "mcp",
      "pricing": "paid",
      "caps": [
        "docs",
        "workspace"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "docs",
          "workspace"
        ]
      }
    },
    {
      "slug": "vercel-mcp",
      "name": "Vercel MCP",
      "kind": "mcp-server",
      "tags": [
        "deploy"
      ],
      "links": [],
      "url": "https://vercel.com",
      "description": "Vercel's official MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "deploy",
        "vercel"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "deploy",
          "vercel"
        ]
      }
    },
    {
      "slug": "stripe-mcp",
      "name": "Stripe MCP",
      "kind": "mcp-server",
      "tags": [
        "payments"
      ],
      "links": [],
      "url": "https://stripe.com",
      "description": "Stripe's official MCP.",
      "access": "mcp",
      "pricing": "paid",
      "caps": [
        "payments",
        "stripe"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "payments",
          "stripe"
        ]
      }
    },
    {
      "slug": "supabase-mcp",
      "name": "Supabase MCP",
      "kind": "mcp-server",
      "tags": [
        "db"
      ],
      "links": [],
      "url": "https://supabase.com",
      "description": "Supabase's official MCP.",
      "access": "mcp",
      "pricing": "freemium",
      "caps": [
        "postgres",
        "supabase"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "postgres",
          "supabase"
        ]
      }
    },
    {
      "slug": "figma-mcp",
      "name": "Figma MCP",
      "kind": "mcp-server",
      "tags": [
        "design"
      ],
      "links": [],
      "url": "https://figma.com",
      "description": "Figma's official MCP.",
      "access": "mcp",
      "pricing": "paid",
      "caps": [
        "design",
        "figma"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "design",
          "figma"
        ]
      }
    },
    {
      "slug": "sentry-mcp",
      "name": "Sentry MCP",
      "kind": "mcp-server",
      "tags": [
        "errors"
      ],
      "links": [],
      "url": "https://sentry.io",
      "description": "Sentry's official MCP.",
      "access": "mcp",
      "pricing": "freemium",
      "caps": [
        "errors",
        "observability"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "errors",
          "observability"
        ]
      }
    },
    {
      "slug": "datadog-mcp",
      "name": "Datadog MCP",
      "kind": "mcp-server",
      "tags": [
        "observability"
      ],
      "links": [],
      "url": "https://datadoghq.com",
      "description": "Datadog's official MCP.",
      "access": "mcp",
      "pricing": "paid",
      "caps": [
        "observability",
        "logs"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "observability",
          "logs"
        ]
      }
    },
    {
      "slug": "grafana-mcp",
      "name": "Grafana MCP",
      "kind": "mcp-server",
      "tags": [
        "observability"
      ],
      "links": [],
      "url": "https://grafana.com",
      "description": "Grafana's official MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "observability",
        "dashboards"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "observability",
          "dashboards"
        ]
      }
    },
    {
      "slug": "elasticsearch-mcp",
      "name": "Elasticsearch MCP",
      "kind": "mcp-server",
      "tags": [
        "search"
      ],
      "links": [],
      "url": "https://elastic.co",
      "description": "Elastic's official MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "search",
        "elastic"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "search",
          "elastic"
        ]
      }
    },
    {
      "slug": "mongodb-mcp",
      "name": "MongoDB MCP",
      "kind": "mcp-server",
      "tags": [
        "db"
      ],
      "links": [],
      "url": "https://mongodb.com",
      "description": "MongoDB's official MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "db",
        "mongodb"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "db",
          "mongodb"
        ]
      }
    },
    {
      "slug": "redis-mcp",
      "name": "Redis MCP",
      "kind": "mcp-server",
      "tags": [
        "cache"
      ],
      "links": [],
      "url": "https://redis.io",
      "description": "Redis's official MCP.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "cache",
        "redis"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "cache",
          "redis"
        ]
      }
    },
    {
      "slug": "gcp-mcp",
      "name": "GCP MCP",
      "kind": "mcp-server",
      "tags": [
        "gcp"
      ],
      "links": [],
      "url": "https://cloud.google.com",
      "description": "Google Cloud's MCP tools.",
      "access": "mcp",
      "pricing": "free",
      "caps": [
        "gcp",
        "cloud"
      ],
      "kinds": [
        "mcp-server"
      ],
      "facets": {
        "caps": [
          "gcp",
          "cloud"
        ]
      }
    },
    {
      "slug": "awesome-everything",
      "name": "Everything",
      "url": "https://github.com/modelcontextprotocol/servers/blob/main/src/everything",
      "description": "Reference / test server with prompts, resources, and tools",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "official": [
          "true"
        ],
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-git",
      "name": "Git",
      "url": "https://github.com/modelcontextprotocol/servers/tree/main/src/git",
      "description": "Tools to read, search, and manipulate Git repositories",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "official": [
          "true"
        ],
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-time",
      "name": "Time",
      "url": "https://github.com/modelcontextprotocol/servers/blob/main/src/time",
      "description": "Time and timezone conversion capabilities",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "official": [
          "true"
        ],
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-1mcpserver",
      "name": "1mcpserver",
      "url": "https://github.com/particlefuture/1mcpserver",
      "description": "MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. Fully REMOTE! Just use https://mcp.1mcpserver.com/mcp/",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-21st-dev-magic",
      "name": "21st.dev Magic",
      "url": "https://github.com/21st-dev/magic-mcp",
      "description": "Create crafted UI components inspired by the best 21st.dev design engineers.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-4everland-4everland-hosting-mcp",
      "name": "4everland/4everland-hosting-mcp",
      "url": "https://github.com/4everland/4everland-hosting-mcp",
      "description": "An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-adfin",
      "name": "Adfin",
      "url": "https://github.com/Adfin-Engineering/mcp-server-adfin",
      "description": "The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with Adfin.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-agent-mindshare",
      "name": "Agent Mindshare",
      "url": "https://agentmindshare.com",
      "description": "Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations with Agent Mindshare.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {}
    },
    {
      "slug": "awesome-agentql",
      "name": "AgentQL",
      "url": "https://github.com/tinyfish-io/agentql-mcp",
      "description": "Enable AI agents to get structured data from unstructured web with AgentQL.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-agentrpc",
      "name": "AgentRPC",
      "url": "https://github.com/agentrpc/agentrpc",
      "description": "Connect to any function, any language, across network boundaries using AgentRPC.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-agile-luminary",
      "name": "Agile Luminary",
      "url": "https://github.com/AgileLuminary/mcp-agile-luminary",
      "description": "Simpler Project Management - send Agile Luminary stories straight to your IDE",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-aiven",
      "name": "Aiven",
      "url": "https://github.com/Aiven-Open/mcp-aiven",
      "description": "Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-alapi",
      "name": "ALAPI",
      "url": "https://github.com/ALAPI-SDK/mcp-alapi-cn",
      "description": "ALAPI MCP Tools,Call hundreds of API interfaces via MCP",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-alby-bitcoin-payments-mcp",
      "name": "Alby Bitcoin Payments MCP",
      "url": "https://github.com/getAlby/mcp/",
      "description": "Connect any bitcoin lightning wallet to agents to send and receive payments instantly at low cost.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-allyson",
      "name": "Allyson",
      "url": "https://github.com/isaiahbjork/allyson-mcp",
      "description": "AI-powered SVG animation generator that transforms static files into animated SVG components using the Allyson platform",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-alibabacloud-devops-mcp",
      "name": "AlibabaCloud DevOps MCP",
      "url": "https://github.com/aliyun/alibabacloud-devops-mcp-server",
      "description": "Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-allvoicelab",
      "name": "AllVoiceLab",
      "url": "https://www.allvoicelab.com/mcp",
      "description": "An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {}
    },
    {
      "slug": "awesome-apache-doris",
      "name": "Apache Doris",
      "url": "https://github.com/apache/doris-mcp-server",
      "description": "MCP Server For Apache Doris, an MPP-based real-time data warehouse.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-apify",
      "name": "Apify",
      "url": "https://github.com/apify/actors-mcp-server",
      "description": "Actors MCP Server: Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-apimatic-mcp",
      "name": "APIMatic MCP",
      "url": "https://github.com/apimatic/apimatic-validator-mcp",
      "description": "APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-armor-crypto-mcp",
      "name": "Armor Crypto MCP",
      "url": "https://github.com/armorwallet/armor-crypto-mcp",
      "description": "MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "description": "Enables AI agents to access real-time web data with HTML, markdown, and screenshot support. SDKs: Node.js, Python, Java, PHP, .NET.",
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      "name": "Cua",
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      "description": "MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.",
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      "slug": "awesome-currents",
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      "description": "Enable AI Agents to fix Playwright test failures reported to Currents.",
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      "name": "Cycode",
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      "slug": "awesome-daisys",
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      "description": "Generate high-quality text-to-speech and text-to-voice outputs using the DAISYS platform.",
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      "description": "Interact with task, doc, and project data in Dart, an AI-native project management tool",
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      "slug": "awesome-dash0",
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      "slug": "awesome-debugg-ai",
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      "description": "Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the Debugg AI testing platform.",
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      "slug": "awesome-dbt",
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      "slug": "awesome-decodo",
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      "description": "Easy web data access. Simplified retrieval of information from websites and online sources.",
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      "slug": "awesome-devhub",
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      "description": "Manage and utilize website content within the DevHub CMS platform",
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      "slug": "awesome-deepresearch",
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      "description": "Access real-time DEX analytics across 20+ blockchains with DexPaprika API, tracking 5M+ tokens, pools, volumes, and historical market data. Built by CoinPaprika.",
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      "url": "https://github.com/IDEA-Research/DINO-X-MCP",
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      "description": "An MCP server for fetching verifiable random numbers from the drand network.",
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      "slug": "awesome-dreamfactory",
      "name": "DreamFactory",
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      "description": "An MCP server for securely (via RBAC) talking to on-premise and cloud MS SQL Server, MySQL, PostgreSQL databases and other data sources.",
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      "url": "https://github.com/serkan-ozal/driflyte-mcp-server",
      "description": "MCP Server for Driflyte. The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.",
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      "description": "Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.",
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      "description": "An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.",
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      "description": "All-in-One SEO & Web Intelligence Toolkit API FetchSERP",
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      "description": "Enable AI Agents to purchase anything in a secure way using Fewsats",
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      "url": "https://github.com/financial-datasets/mcp-server",
      "description": "Stock market API made for AI agents",
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      "description": "Build modern, production-ready UI blocks, components, and landing pages in minutes.",
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      "slug": "awesome-fulcra-context",
      "name": "Fulcra Context",
      "url": "https://github.com/fulcradynamics/fulcra-context-mcp",
      "description": "Fulcra Context MCP server for accessing your personal health, workouts, sleep, location, and more, all privately. Built around Context by Fulcra.",
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      "slug": "awesome-gcore-cloud",
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      "url": "https://github.com/G-Core/gcore-mcp-server",
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      "url": "https://github.com/gitkraken/gk-cli",
      "description": "A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.",
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      "url": "https://github.com/integromat/make-mcp-server",
      "description": "Turn your Make scenarios into callable tools for AI assistants.",
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    },
    {
      "slug": "awesome-mapbox",
      "name": "Mapbox",
      "url": "https://github.com/mapbox/mcp-server",
      "description": "Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.",
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        "mcp-server"
      ],
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    {
      "slug": "awesome-mastra-mcp",
      "name": "Mastra/mcp",
      "url": "https://github.com/mastra-ai/mastra/tree/main/packages/mcp",
      "description": "Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.",
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      "slug": "awesome-mastra-mcp-docs-server",
      "name": "Mastra/mcp-docs-server",
      "url": "https://github.com/mastra-ai/mastra/tree/main/packages/mcp-docs-server",
      "description": "Provides AI assistants with direct access to Mastra.ai's complete knowledge base.",
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      "slug": "awesome-mcp-toolbox-for-databases",
      "name": "MCP Toolbox for Databases",
      "url": "https://github.com/googleapis/genai-toolbox",
      "description": "Open source MCP server specializing in easy, fast, and secure tools for Databases.",
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        "mcp-server"
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    {
      "slug": "awesome-meilisearch",
      "name": "Meilisearch",
      "url": "https://github.com/meilisearch/meilisearch-mcp",
      "description": "Interact & query with Meilisearch (Full-text & semantic search API)",
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        "mcp-server"
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    },
    {
      "slug": "awesome-mercado-libre",
      "name": "Mercado Libre",
      "url": "https://mcp.mercadolibre.com/",
      "description": "Mercado Libre's official MCP server, offering tools to interact with our marketplace, simplifying tasks and product integration.",
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      "slug": "awesome-mercado-pago",
      "name": "Mercado Pago",
      "url": "https://mcp.mercadopago.com/",
      "description": "Mercado Pago's official MCP server, offering tools to interact with our API, simplifying tasks and product integration.",
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    {
      "slug": "awesome-metoro",
      "name": "Metoro",
      "url": "https://github.com/metoro-io/metoro-mcp-server",
      "description": "Query and interact with kubernetes environments monitored by Metoro",
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      "slug": "awesome-milvus",
      "name": "Milvus",
      "url": "https://github.com/zilliztech/mcp-server-milvus",
      "description": "Search, Query and interact with data in your Milvus Vector Database.",
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    {
      "slug": "awesome-motherduck",
      "name": "MotherDuck",
      "url": "https://github.com/motherduckdb/mcp-server-motherduck",
      "description": "Query and analyze data with MotherDuck and local DuckDB",
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      "slug": "awesome-mureka",
      "name": "Mureka",
      "url": "https://github.com/SkyworkAI/Mureka-mcp",
      "description": "generate lyrics, song and background music(instrumental)",
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      "slug": "awesome-mux",
      "name": "Mux",
      "url": "https://github.com/muxinc/mux-node-sdk/tree/master/packages/mcp-server",
      "description": "Mux is a video API for developers. With Mux's official MCP you can upload videos, create live streams, generate thumbnails, add captions, manage playback policies, dig through engagement data, monitor video performance, and more.",
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      "slug": "awesome-needle",
      "name": "Needle",
      "url": "https://github.com/needle-ai/needle-mcp",
      "description": "Production-ready RAG out of the box to search and retrieve data from your own documents.",
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    {
      "slug": "awesome-neo4j",
      "name": "Neo4j",
      "url": "https://github.com/neo4j-contrib/mcp-neo4j/",
      "description": "Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory",
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      "slug": "awesome-neon",
      "name": "Neon",
      "url": "https://github.com/neondatabase/mcp-server-neon",
      "description": "Interact with the Neon serverless Postgres platform",
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      "slug": "awesome-nebula-block-data-nebulablock-mcp-server",
      "name": "Nebula-Block-Data/nebulablock-mcp-server",
      "url": "https://github.com/Nebula-Block-Data/nebulablock-mcp-server",
      "description": "integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools",
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      "slug": "awesome-notion",
      "name": "Notion",
      "url": "https://github.com/makenotion/notion-mcp-server",
      "description": "Notion official MCP server",
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      "slug": "awesome-notte",
      "name": "Notte",
      "url": "https://github.com/nottelabs/notte/tree/main/packages/notte-mcp",
      "description": "Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows",
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      "slug": "awesome-norman-finance",
      "name": "Norman Finance",
      "url": "https://github.com/norman-finance/norman-mcp-server",
      "description": "MCP server for managing accounting and taxes with Norman Finance.",
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      "slug": "awesome-oceanbase",
      "name": "OceanBase",
      "url": "https://github.com/oceanbase/mcp-oceanbase",
      "description": "MCP Server for OceanBase database and its tools",
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    {
      "slug": "awesome-octagon",
      "name": "Octagon",
      "url": "https://github.com/OctagonAI/octagon-mcp-server",
      "description": "Deliver real-time investment research with extensive private and public market data.",
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      "slug": "awesome-octocode",
      "name": "Octocode",
      "url": "https://github.com/bgauryy/octocode-mcp",
      "description": "Leading AI-powered code assistant for advanced research, analysis and discovery across GitHub Repositories in large ecosystems",
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      "slug": "awesome-ocireg",
      "name": "ocireg",
      "url": "https://github.com/StacklokLabs/ocireg-mcp",
      "description": "An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.",
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      "slug": "awesome-octoeverywhere-for-3d-printing",
      "name": "OctoEverywhere For 3D Printing",
      "url": "https://octoeverywhere.com/mcp",
      "description": "A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control.",
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    {
      "slug": "awesome-op-gg",
      "name": "OP.GG",
      "url": "https://github.com/opgginc/opgg-mcp",
      "description": "Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.",
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    {
      "slug": "awesome-openfort",
      "name": "Openfort",
      "url": "https://github.com/openfort-xyz/mcp",
      "description": "Supercharge your AI assistant with plug-and-play access to authentication, project scaffolding, and smart wallet tooling.",
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      "slug": "awesome-oxylabs",
      "name": "Oxylabs",
      "url": "https://github.com/oxylabs/oxylabs-mcp",
      "description": "Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.",
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      "slug": "awesome-paddleocr",
      "name": "PaddleOCR",
      "url": "https://paddlepaddle.github.io/PaddleOCR/latest/en/version3.x/deployment/mcp_server.html",
      "description": "An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.",
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      "slug": "awesome-paypal",
      "name": "PayPal",
      "url": "https://github.com/paypal/agent-toolkit",
      "description": "The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.",
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      "slug": "awesome-pearl",
      "name": "Pearl",
      "url": "https://mcp.pearl.com",
      "description": "Official MCP Server to interact with Pearl API. Connect your AI Agents with 12,000+ certified experts instantly.",
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    {
      "slug": "awesome-pearch",
      "name": "Pearch",
      "url": "https://github.com/Pearch-ai/mcp_pearch",
      "description": "Best people search engine that reduces the time spent on talent discovery.",
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      "slug": "awesome-pgyer",
      "name": "PGYER",
      "url": "https://github.com/PGYER/pgyer-mcp-server",
      "description": "MCP Server for PGYER platform, supports uploading, querying apps, etc.",
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      "slug": "awesome-plainsignal",
      "name": "PlainSignal",
      "url": "https://github.com/plainsignal/plainsignal-mcp",
      "description": "Official MCP server that connects to PlainSignal's API and querying realtime website analytics data in conversational AI.",
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      "slug": "awesome-plane",
      "name": "Plane",
      "url": "https://github.com/makeplane/plane-mcp-server",
      "description": "The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more.",
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    },
    {
      "slug": "awesome-plugged-in",
      "name": "Plugged.in",
      "url": "https://github.com/VeriTeknik/pluggedin-mcp-proxy",
      "description": "A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.",
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    {
      "slug": "awesome-postman",
      "name": "Postman",
      "url": "https://github.com/postmanlabs/postman-mcp-server",
      "description": "Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.",
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    },
    {
      "slug": "awesome-powerdrill",
      "name": "Powerdrill",
      "url": "https://github.com/powerdrillai/powerdrill-mcp",
      "description": "An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.",
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    {
      "slug": "awesome-powertool",
      "name": "Powertool",
      "url": "https://github.com/aws-powertools/powertools-mcp",
      "description": "An MCP implementation that provides search functionality for the Powertools for AWS Lambda documentation across multiple runtimes.",
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    {
      "slug": "awesome-prisma-postgres",
      "name": "Prisma Postgres",
      "url": "https://github.com/prisma/mcp",
      "description": "Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries)",
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    },
    {
      "slug": "awesome-prodeai",
      "name": "ProdEAI",
      "url": "https://github.com/CuriousBox-AI/ProdE-mc",
      "description": "Your 24/7 production engineer that preserves context across multiple codebases Prode.ai.",
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      "name": "Backup",
      "url": "https://github.com/hexitex/MCP-Backup-Server",
      "description": "Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-basecamp",
      "name": "Basecamp",
      "url": "https://github.com/georgeantonopoulos/Basecamp-MCP-Server",
      "description": "Integration with Basecamp project management platform for managing projects, to-dos, card tables, documents, and team collaboration",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-bgg-mcp",
      "name": "BGG MCP",
      "url": "https://github.com/kkjdaniel/bgg-mcp",
      "description": "BGG MCP enables AI tools to interact with the BoardGameGeek API.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-bigquery",
      "name": "BigQuery",
      "url": "https://github.com/LucasHild/mcp-server-bigquery",
      "description": "(by LucasHild) - BigQuery database integration with schema inspection and query capabilities",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-binary-ninja",
      "name": "Binary Ninja",
      "url": "https://github.com/fosdickio/binary_ninja_mcp",
      "description": "A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-bing-webmaster-tools",
      "name": "Bing Webmaster Tools",
      "url": "https://github.com/isiahw1/mcp-server-bing-webmaster",
      "description": "MCP server for Bing Webmaster Tools API integration providing access to search analytics, site management, URL submission, and SEO insights",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-bluesky",
      "name": "Bluesky",
      "url": "https://github.com/keturiosakys/bluesky-context-server",
      "description": "integrates with Bluesky API to query and search feeds and posts.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-bloodhound-mcp",
      "name": "BloodHound-MCP",
      "url": "https://github.com/MorDavid/BloodHound-MCP-AI",
      "description": "(by MorDavid) - integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-bytebase-dbhub",
      "name": "bytebase/dbhub",
      "url": "https://github.com/bytebase/dbhub",
      "description": "📇 Universal database MCP server supporting mainstream databases.\\",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-calculator",
      "name": "Calculator",
      "url": "https://github.com/githejie/mcp-server-calculator",
      "description": "This server enables LLMs to use calculator for precise numerical calculations.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-caldav-mcp",
      "name": "CalDAV MCP",
      "url": "https://github.com/dominik1001/caldav-mcp",
      "description": "A CalDAV MCP server to expose calendar operations as tools for AI assistants.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-context-awesome",
      "name": "context-awesome",
      "url": "https://github.com/bh-rat/context-awesome",
      "description": "A MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-danielpeter-99-calcom-mcp",
      "name": "Danielpeter-99/calcom-mcp",
      "url": "https://github.com/Danielpeter-99/calcom-mcp",
      "description": "MCP server for Calcom (Also known as [Cal.com](https://cal.com/)). Manage event types, create bookings, and access Cal.com scheduling data through LLMs.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-career-site-jobs",
      "name": "Career Site Jobs",
      "url": "https://apify.com/fantastic-jobs/career-site-job-listing-api/api/mcp",
      "description": "A MCP server to retrieve up-to-date jobs from company career sites.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {}
    },
    {
      "slug": "awesome-canvas-lms",
      "name": "Canvas LMS",
      "url": "https://github.com/ahnopologetic/canvas-lms-mcp",
      "description": "MCP server for easy access to education data through your Canvas LMS instance.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-chaitin-ip-intelligence",
      "name": "Chaitin IP Intelligence",
      "url": "https://github.com/co0ontty/chaitin-ip-intelligence-search-tool",
      "description": "Search for IP addresses using Chaitin's IP Intelligence API.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-chucknorris",
      "name": "ChuckNorris",
      "url": "https://github.com/pollinations/chucknorris-mcp",
      "description": "A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-clj-kondo-mcp",
      "name": "clj-kondo-MCP",
      "url": "https://github.com/Bigsy/clj-kondo-MCP",
      "description": "Clojure linter",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-clojars",
      "name": "Clojars",
      "url": "https://github.com/Bigsy/Clojars-MCP-Server",
      "description": "Obtains latest dependency details for Clojure libraries.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-clojure-mcp",
      "name": "clojure-mcp",
      "url": "https://github.com/bhauman/clojure-mcp",
      "description": "Clojure development tools, direct access to the running program via REPL.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-cockroachdb",
      "name": "CockroachDB",
      "url": "https://github.com/amineelkouhen/mcp-cockroachdb",
      "description": "A Model Context Protocol server for managing, monitoring, and querying data in CockroachDB.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-codesys-mcp-toolkit",
      "name": "Codesys-mcp-toolkit",
      "url": "https://github.com/johannesPettersson80/codesys-mcp-toolkit",
      "description": "A Model Context Protocol (MCP) server for CODESYS V3 programming environments.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-coincap",
      "name": "CoinCap",
      "url": "https://github.com/QuantGeekDev/coincap-mcp",
      "description": "A MCP server that provides real-time cryptocurrency market data through CoinCap's public API without requiring authentication",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-creatify",
      "name": "Creatify",
      "url": "https://github.com/TSavo/creatify-mcp",
      "description": "MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-contentful",
      "name": "Contentful",
      "url": "https://github.com/ivo-toby/contentful-mcp",
      "description": "Interact with your content on the Contentful platform",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-consult7",
      "name": "consult7",
      "url": "https://github.com/szeider/consult7",
      "description": "Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-data-exploration",
      "name": "Data Exploration",
      "url": "https://github.com/reading-plus-ai/mcp-server-data-exploration",
      "description": "MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-dropbin",
      "name": "DropBin",
      "url": "https://dropbin.org/mcp",
      "description": "Remote SSE MCP server for hosting HTML webpages and sharing content through temporary URLs without authentication",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {}
    },
    {
      "slug": "awesome-database",
      "name": "Database",
      "url": "https://github.com/TheRaLabs/legion-mcp",
      "description": "(by Legion AI) - Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-druid-mcp-server",
      "name": "Druid MCP Server",
      "url": "https://github.com/iunera/druid-mcp-server",
      "description": "STDIO/SEE MCP Server for Apache Druid by iunera that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-dbt-docs",
      "name": "dbt-docs",
      "url": "https://github.com/mattijsdp/dbt-docs-mcp",
      "description": "MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-deepview-mcp",
      "name": "DeepView MCP",
      "url": "https://github.com/ai-1st/deepview-mcp",
      "description": "Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-digitalocean-mcp-server",
      "name": "DigitalOcean MCP Server",
      "url": "https://github.com/rohit-kaundal/digitalocean-mcp-server",
      "description": "A Model Context Protocol (MCP) server that provides programmatic access to DigitalOcean's API. This server exposes tools for managing droplets, Kubernetes clusters, and container registries through the MCP interface.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-difyworkflow",
      "name": "DifyWorkflow",
      "url": "https://github.com/gotoolkits/mcp-difyworkflow-server",
      "description": "Tools to the query and execute of Dify workflows",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-django-rest-framework-mcp",
      "name": "Django REST Framework MCP",
      "url": "https://github.com/zacharypodbela/djangorestframework-mcp",
      "description": "Expose Django REST Framework APIs as MCP tools for LLMs and agentic applications",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-docker",
      "name": "Docker",
      "url": "https://github.com/QuantGeekDev/docker-mcp",
      "description": "Run and manage docker containers, docker compose, and logs",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-dolt",
      "name": "Dolt",
      "url": "https://github.com/dolthub/dolt-mcp",
      "description": "The official MCP server for version-controlled Dolt databases.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-dynamodb-toolbox",
      "name": "DynamoDB-Toolbox",
      "url": "https://www.dynamodbtoolbox.com/docs/databases/actions/mcp-toolkit",
      "description": "Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {}
    },
    {
      "slug": "awesome-elisp-dev-mcp",
      "name": "elisp-dev-mcp",
      "url": "https://github.com/laurynas-biveinis/elisp-dev-mcp",
      "description": "elisp (Emacs Lisp) development support tools, running in Emacs.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-email",
      "name": "Email",
      "url": "https://github.com/Shy2593666979/mcp-server-email",
      "description": "This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments ",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-email-send-mcp",
      "name": "Email Send MCP",
      "url": "https://github.com/YUHAI0/email-send-mcp",
      "description": "A fixed one from above one. More user-friendly.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-everything-search",
      "name": "Everything Search",
      "url": "https://github.com/mamertofabian/mcp-everything-search",
      "description": "Fast Windows file search using Everything SDK",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-fast-filesystem-mcp",
      "name": "fast-filesystem-mcp",
      "url": "https://github.com/efforthye/fast-filesystem-mcp",
      "description": "Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup ",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-excel",
      "name": "Excel",
      "url": "https://github.com/haris-musa/excel-mcp-server",
      "description": "Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-facebook-ads",
      "name": "Facebook Ads",
      "url": "https://github.com/gomarble-ai/facebook-ads-mcp-server",
      "description": "MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-facebook-ads-library",
      "name": "Facebook Ads Library",
      "url": "https://github.com/trypeggy/facebook-ads-library-mcp",
      "description": "Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-fathom-analytics",
      "name": "Fathom Analytics",
      "url": "https://github.com/mackenly/mcp-fathom-analytics",
      "description": "Access and analyze Fathom Analytics data and reports",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-files",
      "name": "Files",
      "url": "https://github.com/flesler/mcp-files",
      "description": "Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-fhir-mcp",
      "name": "FHIR MCP",
      "url": "https://github.com/the-momentum/fhir-mcp-server",
      "description": "MCP Server that connects AI agents to FHIR servers",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-filescopemcp",
      "name": "FileScopeMCP",
      "url": "https://github.com/admica/FileScopeMCP",
      "description": "Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Pyth",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-frankfurtermcp",
      "name": "FrankfurterMCP",
      "url": "https://github.com/anirbanbasu/frankfurtermcp",
      "description": "MCP server acting as an interface to the Frankfurter API for currency exchange data.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gdb",
      "name": "GDB",
      "url": "https://github.com/pansila/mcp_server_gdb",
      "description": "A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gemsuite",
      "name": "Gemsuite",
      "url": "https://github.com/PV-Bhat/gemsuite-mcp",
      "description": "The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gentoro",
      "name": "Gentoro",
      "url": "https://github.com/gentoro-GT/mcp-nodejs-server",
      "description": "Gentoro generates MCP Servers based on OpenAPI specifications.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-godoc-mcp-server",
      "name": "godoc-mcp-server",
      "url": "https://github.com/yikakia/godoc-mcp-server",
      "description": "MCP server to provide golang packages and their information from pkg.go.dev",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-godot-mcp",
      "name": "Godot MCP",
      "url": "https://github.com/Coding-Solo/godot-mcp",
      "description": "MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-google-ads",
      "name": "Google Ads",
      "url": "https://github.com/gomarble-ai/google-ads-mcp-server",
      "description": "MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-google-admin-mcp",
      "name": "Google Admin MCP",
      "url": "https://github.com/securityfortech/google-admin-mcp",
      "description": "A Model Context Protocol (MCP) server enabling interaction with Google Admin APIs.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-google-keep",
      "name": "Google Keep",
      "url": "https://github.com/feuerdev/keep-mcp",
      "description": "Read, create, update and delete Google Keep notes.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-google-news",
      "name": "Google News",
      "url": "https://github.com/ChanMeng666/server-google-news",
      "description": "Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-google-pse-cse",
      "name": "Google PSE/CSE",
      "url": "https://github.com/rendyfebry/google-pse-mcp",
      "description": "A Model Context Protocol (MCP) server providing access to Google Programmable Search Engine (PSE) and Custom Search Engine (CSE).",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-google-search-console",
      "name": "Google Search Console",
      "url": "https://github.com/ahonn/mcp-server-gsc",
      "description": "A Model Context Protocol (MCP) server providing access to Google Search Console.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-github-repos-manager-mcp-server",
      "name": "GitHub Repos Manager MCP Server",
      "url": "https://github.com/kurdin/github-repos-manager-mcp",
      "description": "Token-based GitHub automation management. No Docker, Flexible configuration, 80+ tools with direct API integration.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gotoolkits-wecombot",
      "name": "gotoolkits/wecombot",
      "url": "https://github.com/gotoolkits/mcp-wecombot-server.git",
      "description": "🏎️ ☁️ An MCP server application that sends various types of messages to the WeCom group robot.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gru-sandbox",
      "name": "Gru Sandbox",
      "url": "https://github.com/babelcloud/gru-sandbox",
      "description": "Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gx-mcp-server",
      "name": "gx-mcp-server",
      "url": "https://github.com/davidf9999/gx-mcp-server",
      "description": "Expose Great Expectations data validation and",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-gxtract",
      "name": "GXtract",
      "url": "https://github.com/sascharo/gxtract",
      "description": "GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: sascharo.github.io/gxtract). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerf",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-hackmd",
      "name": "HackMD",
      "url": "https://github.com/yuna0x0/hackmd-mcp",
      "description": "A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-hal",
      "name": "HAL",
      "url": "https://github.com/dean/HAL",
      "description": "HTTP toolkit providing all 7 HTTP methods (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS) with secret substitution, comprehensive error handling, and support for JSON, XML, HTML, and form data.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-hap-mcp",
      "name": "HAP-MCP",
      "url": "https://github.com/mingdaocloud/hap-mcp.git",
      "description": "HAP (Super Application Platform) is developed by Mingdao（ https://www.mingdao.com ）The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
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        ]
      }
    },
    {
      "slug": "awesome-hetzner-cloud-mcp-server",
      "name": "Hetzner Cloud MCP Server",
      "url": "https://github.com/dkruyt/mcp-hetzner",
      "description": "A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
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        ]
      }
    },
    {
      "slug": "awesome-hippycampus",
      "name": "Hippycampus",
      "url": "https://github.com/cromwellian/hippycampus",
      "description": "Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-home-assistant",
      "name": "Home Assistant",
      "url": "https://github.com/voska/hass-mcp",
      "description": "Interact with Home Assistant to control smart home devices, query states, manage automations, and troubleshoot your smart home setup.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-homey",
      "name": "Homey",
      "url": "https://github.com/pigmej/python-homey-mcp",
      "description": "Interact with Homey to control smart home system. Supports devices, flows, and zones. Contains a few goodies for better integrations with LLMs.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-homebrew-mcp",
      "name": "Homebrew MCP",
      "url": "https://github.com/jeannier/homebrew-mcp",
      "description": "Interact with Homebrew (the package manager for macOS and Linux) using natural language commands.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-huggingface-spaces",
      "name": "HuggingFace Spaces",
      "url": "https://github.com/evalstate/mcp-hfspace",
      "description": "Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-imagician",
      "name": "Imagician",
      "url": "https://github.com/flowy11/imagician",
      "description": "A MCP server for comprehensive image editing operations including resizing, format conversion, cropping, compression, and more based on sharp.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-imagesorcery-mcp",
      "name": "ImageSorcery MCP",
      "url": "https://github.com/sunriseapps/imagesorcery-mcp",
      "description": "ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-imap-mcp",
      "name": "IMAP MCP",
      "url": "https://github.com/dominik1001/imap-mcp",
      "description": "📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-instagram-dms",
      "name": "Instagram DMs",
      "url": "https://github.com/trypeggy/instagram_dm_mcp",
      "description": "Send Instagram DMs via your LLM",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-interactive-mcp",
      "name": "interactive-mcp",
      "url": "https://github.com/ttommyth/interactive-mcp",
      "description": "📇 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-irulescan-mcp",
      "name": "irulescan MCP",
      "url": "https://github.com/simonkowallik/irulescan",
      "description": ":shield: MCP enabled code security analyzer for F5 iRules",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-aymericzip-intlayer",
      "name": "aymericzip/intlayer",
      "url": "https://github.com/aymericzip/intlayer",
      "description": "A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, versioned docs.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-ida-pro-mcp",
      "name": "IDA Pro MCP",
      "url": "https://github.com/mrexodia/ida-pro-mcp",
      "description": "MCP Server for automated reverse engineering with IDA Pro.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-israel-statistics-mcp",
      "name": "Israel Statistics MCP",
      "url": "https://github.com/reuvenaor/israel-statistics-mcp",
      "description": "MCP server that provides programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-jean-memory",
      "name": "Jean Memory",
      "url": "https://github.com/jonathan-politzki/your-memory",
      "description": "Premium memory consistent across all AI applications.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-jina-reader",
      "name": "Jina Reader",
      "url": "https://github.com/wong2/mcp-jina-reader",
      "description": "Fetch the content of a remote URL as Markdown with Jina Reader.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-jira-context-mcp",
      "name": "Jira Context MCP",
      "url": "https://github.com/rahulthedevil/Jira-Context-MCP",
      "description": "MCP server to provide Jira Tickets information to AI coding agents like Cursor.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-jira-mcp-server",
      "name": "Jira MCP Server",
      "url": "https://github.com/ahmetbarut/jira-mcp",
      "description": "A modular and extensible MCP server designed to interact with Jira Cloud, providing tools to query boards, issues, and user data — ideal for integrating Jira with AI agents, bots, or automation systems",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-json-mcp",
      "name": "JSON MCP",
      "url": "https://github.com/VadimNastoyashchy/json-mcp",
      "description": "MCP server empowers LLMs to interact with JSON files efficiently. With JSON MCP, you can split, merge, etc.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-just-every-mcp-read-website-fast",
      "name": "just-every/mcp-read-website-fast",
      "url": "https://github.com/just-every/mcp-read-website-fast",
      "description": "Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-just-every-mcp-screenshot-website-fast",
      "name": "just-every/mcp-screenshot-website-fast",
      "url": "https://github.com/just-every/mcp-screenshot-website-fast",
      "description": "High-quality screenshot capture optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks (1.15 megapixels) with configurable viewports and wait strategies for dynamic content.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-kagi",
      "name": "Kagi",
      "url": "https://github.com/ac3xx/mcp-servers-kagi",
      "description": "Kagi search API integration",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-keycloak-mcp-server",
      "name": "Keycloak MCP Server",
      "url": "https://github.com/sshaaf/keycloak-mcp-server",
      "description": "designed to work with Keycloak for identity and access management, with about 40+ tools covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Native builds available.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-kubernetes",
      "name": "Kubernetes",
      "url": "https://github.com/Flux159/mcp-server-kubernetes",
      "description": "Connect to Kubernetes cluster and manage pods, deployments, services.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-language-server",
      "name": "Language Server",
      "url": "https://github.com/isaacphi/mcp-language-server",
      "description": "🏎️ - MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-latex-mcp-server",
      "name": "Latex MCP Server",
      "url": "https://github.com/Yeok-c/latex-mcp-server",
      "description": "MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-lazy-toggl-mcp",
      "name": "Lazy Toggl MCP",
      "url": "https://github.com/movstox/lazy-toggl-mcp",
      "description": "Simple unofficial MCP server to track time via Toggl API",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
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        ]
      }
    },
    {
      "slug": "awesome-libsql-by-xexr",
      "name": "libSQL by xexr",
      "url": "https://github.com/Xexr/mcp-libsql",
      "description": "MCP server for libSQL databases with comprehensive security and management tools. Supports file, local HTTP, and remote Turso databases with connection pooling, transaction support, and 6 specialized database tools.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-linear",
      "name": "Linear",
      "url": "https://github.com/tacticlaunch/mcp-linear",
      "description": "Integrates with Linear project management systems.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-llm-context",
      "name": "llm-context",
      "url": "https://github.com/cyberchitta/llm-context.py",
      "description": "Share code context with LLMs via Model Context Protocol or clipboard.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-lunchmoney",
      "name": "LunchMoney",
      "url": "https://github.com/akutishevsky/lunchmoney-mcp",
      "description": "MCP server for LunchMoney personal finance and budgeting tool.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-local-history-mcp",
      "name": "Local History MCP",
      "url": "https://github.com/xxczaki/local-history-mcp",
      "description": "MCP server for accessing VS Code/Cursor's Local History.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-magg",
      "name": "🧲 Magg 🧲",
      "url": "https://github.com/sitbon/magg",
      "description": "A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-maven",
      "name": "Maven",
      "url": "https://github.com/Bigsy/maven-mcp-server",
      "description": "Tools to query latest Maven dependency information",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-maven-tools",
      "name": "Maven Tools",
      "url": "https://github.com/arvindand/maven-tools-mcp",
      "description": "Enhanced Maven Central integration with intelligent caching, bulk operations, and version classification",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-maya-mcp",
      "name": "Maya MCP",
      "url": "https://github.com/PatrickPalmer/MayaMCP",
      "description": "MCP server for Autodesk Maya",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
      "facets": {
        "oss": [
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        ]
      }
    },
    {
      "slug": "awesome-mcpjungle",
      "name": "MCPJungle",
      "url": "https://github.com/mcpjungle/MCPJungle",
      "description": "🌳 - Open-source, Self-hosted MCP server Gateway that connects your AI Agents to MCP Servers (for developers and enterprises)",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "sourceList": "wong2/awesome-mcp-servers",
      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-microsoft-365",
      "name": "Microsoft 365",
      "url": "https://github.com/softeria/ms-365-mcp-server",
      "description": "📇 ☁️ - MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, Excel) using Graph API (including mail, files, calendar)",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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        ]
      }
    },
    {
      "slug": "awesome-microsoft-entra-id-mcp-server",
      "name": "Microsoft Entra ID MCP Server",
      "url": "https://github.com/hieuttmmo/entraid-mcp-server",
      "description": "A Python MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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        "oss": [
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        ]
      }
    },
    {
      "slug": "awesome-mcp-aggregator",
      "name": "MCP Aggregator",
      "url": "https://github.com/nazar256/combine-mcp",
      "description": "An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "kind": "mcp-server",
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        ]
      }
    },
    {
      "slug": "awesome-mcp-cli-adapter",
      "name": "MCP-CLI Adapter",
      "url": "https://github.com/inercia/mcp-cli-adapter",
      "description": "Use command line tools in a secure fashion as MCP tools.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
      "expanded": true,
      "sourceList": "wong2/awesome-mcp-servers",
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        ]
      }
    },
    {
      "slug": "awesome-mcp-expr-lang",
      "name": "MCP Expr Lang",
      "url": "https://github.com/ivan-saorin/mcp-expr-lang",
      "description": "MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "sourceList": "wong2/awesome-mcp-servers",
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      "facets": {
        "oss": [
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        ]
      }
    },
    {
      "slug": "awesome-mcp-installer",
      "name": "MCP Installer",
      "url": "https://github.com/anaisbetts/mcp-installer",
      "description": "Set up MCP servers in Claude Desktop",
      "kinds": [
        "mcp-server"
      ],
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        ]
      }
    },
    {
      "slug": "awesome-mcp-k8s-go",
      "name": "mcp-k8s-go",
      "url": "https://github.com/strowk/mcp-k8s-go",
      "description": "Golang-based Kubernetes MCP Server. Built to be extensible.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "kind": "mcp-server",
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        "oss": [
          "true"
        ]
      }
    },
    {
      "slug": "awesome-mkp",
      "name": "MKP",
      "url": "https://github.com/StacklokLabs/mkp",
      "description": "Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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        ]
      }
    },
    {
      "slug": "awesome-mcp-open-library",
      "name": "MCP Open Library",
      "url": "https://github.com/8enSmith/mcp-open-library",
      "description": "A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "kind": "mcp-server",
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        ]
      }
    },
    {
      "slug": "awesome-mcp-searxng-enhanced-web-search",
      "name": "MCP-SearXNG-Enhanced Web Search",
      "url": "https://github.com/OvertliDS/mcp-searxng-enhanced",
      "description": "An enhanced MCP server for SearXNG web searching, utilizing a category-aware web-search, web-scraping, and includes a date/time retrieval tool.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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      "kind": "mcp-server",
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          "true"
        ]
      }
    },
    {
      "slug": "awesome-mermaid",
      "name": "Mermaid",
      "url": "https://github.com/hustcc/mcp-mermaid",
      "description": "Generate mermaid diagram and chart with AI MCP dynamically.",
      "kinds": [
        "mcp-server"
      ],
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    {
      "slug": "awesome-memory-plus",
      "name": "Memory-Plus",
      "url": "https://github.com/Yuchen20/Memory-Plus",
      "description": "a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent \"memories\" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants th",
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    {
      "slug": "awesome-meta-ads-remote-mcp",
      "name": "Meta Ads Remote MCP",
      "url": "https://github.com/pipeboard-co/meta-ads-mcp",
      "description": "Remote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns.",
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        "mcp-server"
      ],
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    {
      "slug": "awesome-minima",
      "name": "Minima",
      "url": "https://github.com/dmayboroda/minima",
      "description": "Local RAG (on-premises) with MCP server.",
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        "mcp-server"
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    {
      "slug": "awesome-mintmcp",
      "name": "MintMCP",
      "url": "https://github.com/mintmcp/servers",
      "description": "MCP servers for Google Calendar, Gmail, Outlook Calendar, and Outlook.",
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        "mcp-server"
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      "slug": "awesome-mongo",
      "name": "Mongo",
      "url": "https://github.com/QuantGeekDev/mongo-mcp",
      "description": "A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases",
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      "slug": "awesome-mongodb",
      "name": "MongoDB",
      "url": "https://github.com/kiliczsh/mcp-mongo-server",
      "description": "A Model Context Protocol Server for MongoDB",
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      "slug": "awesome-mongodb-lens",
      "name": "MongoDB Lens",
      "url": "https://github.com/furey/mongodb-lens",
      "description": "Full Featured MCP Server for MongoDB Database.",
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        "mcp-server"
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      "slug": "awesome-miro",
      "name": "Miro",
      "url": "https://github.com/k-jarzyna/mcp-miro",
      "description": "Miro MCP server, exposing all functionalities available in official Miro SDK.",
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      "slug": "awesome-multi-chat-mcp-server-google-chat",
      "name": "Multi Chat MCP Server (Google Chat)",
      "url": "https://github.com/siva010928/multi-chat-mcp-server",
      "description": "Connect AI assistants like Cursor to Google Chat and beyond — enabling smart, extensible collaboration across chat platforms.",
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        "mcp-server"
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      "slug": "awesome-mysql",
      "name": "MySQL",
      "url": "https://github.com/designcomputer/mysql_mcp_server",
      "description": "MySQL database integration with configurable access controls and schema inspection",
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      "slug": "awesome-nanoleaf",
      "name": "Nanoleaf",
      "url": "https://github.com/srnetadmin/nanoleaf-mcp-server",
      "description": "Control Nanoleaf smart lights through MCP - turn on/off, adjust brightness, change colors, set effects, and discover devices",
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      "slug": "awesome-netbird",
      "name": "Netbird",
      "url": "https://github.com/aantti/mcp-netbird",
      "description": "List and analyze Netbird network peers, groups, policies, and more.",
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      "slug": "awesome-nextcloud-calendar",
      "name": "Nextcloud Calendar",
      "url": "https://github.com/Cheffromspace/mcp-nextcloud-calendar",
      "description": "CalDAV Nectcloud calendar integration. Manage calendars, events, attendees, etc.",
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      "slug": "awesome-nexus",
      "name": "Nexus",
      "url": "https://github.com/adawalli/nexus",
      "description": "Web search server that integrates Perplexity Sonar models via OpenRouter API for real-time, context-aware search with citations",
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      "slug": "awesome-nile-postgres",
      "name": "Nile Postgres",
      "url": "https://github.com/niledatabase/nile-mcp-server",
      "description": "Manage and query databases, tenants, users, auth using LLMs",
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      "name": "NocoDB",
      "url": "https://github.com/edwinbernadus/nocodb-mcp-server",
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      "slug": "awesome-nodecodestudio",
      "name": "NodeCodeStudio",
      "url": "https://nodecodestudio.com",
      "description": "Activate MCP services (Gmail, Calendar, WordPress, etc.) and run browser automation workflows via a Chrome extension with importable sequences",
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      "slug": "awesome-npm-search",
      "name": "NPM Search",
      "url": "https://github.com/btwiuse/npm-search-mcp-server",
      "description": "Search for npm packages",
      "kinds": [
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      "slug": "awesome-ntfy",
      "name": "Ntfy",
      "url": "https://github.com/gitmotion/ntfy-me-mcp",
      "description": "An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)",
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        "mcp-server"
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    {
      "slug": "awesome-obsidian",
      "name": "Obsidian",
      "url": "https://github.com/MarkusPfundstein/mcp-obsidian",
      "description": "Interacting with Obsidian via REST API",
      "kinds": [
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    {
      "slug": "awesome-odoo",
      "name": "Odoo",
      "url": "https://github.com/ivnvxd/mcp-server-odoo",
      "description": "Connect AI assistants to Odoo ERP systems for business data access and workflow automation.",
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    {
      "slug": "awesome-osv",
      "name": "OSV",
      "url": "https://github.com/StacklokLabs/osv-mcp",
      "description": "Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.",
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    {
      "slug": "awesome-openai",
      "name": "OpenAI",
      "url": "https://github.com/pierrebrunelle/mcp-server-openai",
      "description": "Query OpenAI models directly from Claude using MCP protocol",
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      "slug": "awesome-openapi-schema-explorer",
      "name": "OpenAPI Schema Explorer",
      "url": "https://github.com/kadykov/mcp-openapi-schema-explorer",
      "description": "Token-efficient access to OpenAPI/Swagger specs via MCP Resources",
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    {
      "slug": "awesome-openmf-mifosx-self-service",
      "name": "OpenMF-mifosx-self-service",
      "url": "https://github.com/openMF/mcp-mifosx-self-service",
      "description": "Access Apache Fineract self-service APIs for registration, authentication, account management, and transactions via MCP.",
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    },
    {
      "slug": "awesome-package-registry-search",
      "name": "Package Registry Search",
      "url": "https://github.com/artmann/package-registry-mcp",
      "description": "Search and get up-to-date information about NPM, Cargo, PyPi, and NuGet packages.",
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    {
      "slug": "awesome-pandoc",
      "name": "Pandoc",
      "url": "https://github.com/vivekVells/mcp-pandoc",
      "description": "MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.",
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    {
      "slug": "awesome-paperless-mcp",
      "name": "Paperless-MCP",
      "url": "https://github.com/baruchiro/paperless-mcp",
      "description": "An MCP server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.",
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    {
      "slug": "awesome-pbs-api",
      "name": "PBS API",
      "url": "https://github.com/matthewdcage/pbs-mcp-server",
      "description": "🐍 ☁️ Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI.",
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    },
    {
      "slug": "awesome-peekaboo",
      "name": "Peekaboo",
      "url": "https://github.com/steipete/Peekaboo",
      "description": "a macOS-only MCP server that enables AI agents to capture screenshots of applications, or the entire system.",
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    {
      "slug": "awesome-peliqan",
      "name": "Peliqan",
      "url": "https://github.com/Peliqan-io/mcp-server-peliqan",
      "description": "Data platform with ETL and built-in data warehouse, access all business applications (ERP, CRM, Accounting etc.) via MCP and run queries on your business data.",
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    {
      "slug": "awesome-perplexity",
      "name": "Perplexity",
      "url": "https://github.com/tanigami/mcp-server-perplexity",
      "description": "Interacting with Perplexity",
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    },
    {
      "slug": "awesome-poland-krs",
      "name": "Poland KRS",
      "url": "https://github.com/pkolawa/krs-poland-mcp-server",
      "description": "Access to Polish National Court Register (KRS)—the government's authoritative registry of all businesses, foundations, and other legal entities.",
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        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-pollinations",
      "name": "Pollinations",
      "url": "https://github.com/pollinations/model-context-protocol",
      "description": "Multimodal MCP server for generating images, audio, and text with no authentication required",
      "kinds": [
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    },
    {
      "slug": "awesome-phabricator",
      "name": "Phabricator",
      "url": "https://github.com/baba786/phabricator-mcp-server",
      "description": "Interacting with Phabricator API",
      "kinds": [
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    },
    {
      "slug": "awesome-piapi",
      "name": "PiAPI",
      "url": "https://github.com/apinetwork/piapi-mcp-server",
      "description": "PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.",
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        "mcp-server"
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    },
    {
      "slug": "awesome-piloty",
      "name": "PiloTY",
      "url": "https://github.com/yiwenlu66/PiloTY",
      "description": "AI pilot for PTY operations that enables agents to control interactive terminals with stateful sessions, SSH connections, and background process management",
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      ],
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    },
    {
      "slug": "awesome-playwright-mcp-server",
      "name": "Playwright MCP Server",
      "url": "https://github.com/executeautomation/mcp-playwright",
      "description": "An MCP server using Playwright for browser automation and webscrapping",
      "kinds": [
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    },
    {
      "slug": "awesome-project-manager",
      "name": "Project Manager",
      "url": "https://github.com/croffasia/mcp-project-manager",
      "description": "Hierarchical task management (ideas → epics → tasks) with CLI dashboard",
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    },
    {
      "slug": "awesome-public-apis-mcp",
      "name": "Public APIs MCP",
      "url": "https://github.com/zazencodes/public-apis-mcp",
      "description": "Search for free APIs using MCP.",
      "kinds": [
        "mcp-server"
      ],
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      "slug": "awesome-quantconnect",
      "name": "QuantConnect",
      "url": "https://github.com/QuantConnect/mcp-server",
      "description": "Dockerized Python MCP server that lets LLMs like Claude or OpenAI o3 Pro autonomously create projects, backtest strategies, and deploy live-trading workflows via the QuantConnect API.",
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      "slug": "awesome-qgis",
      "name": "QGIS",
      "url": "https://github.com/jjsantos01/qgis_mcp",
      "description": "connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.",
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      "slug": "awesome-random-number",
      "name": "Random Number",
      "url": "https://github.com/zazencodes/random-number-mcp",
      "description": "Provides LLMs with essential random generation abilities, built entirely on Python's standard library.",
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      "slug": "awesome-repo-map",
      "name": "Repo Map",
      "url": "https://github.com.mcas.ms/pdavis68/RepoMapper",
      "description": "🐧 🪟 🍎 - An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the \"Repo Map\" functionality in Aider.chat",
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      "slug": "awesome-reloaderoo",
      "name": "Reloaderoo",
      "url": "https://github.com/cameroncooke/reloaderoo",
      "description": "A local MCP server for developers that mirrors your in-development MCP server, allowing seamless restarts and tool updates so you can build, test, and iterate on your MCP server within the same AI session without interruption.",
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      "slug": "awesome-reminder",
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      "slug": "awesome-renamify",
      "name": "Renamify",
      "url": "https://docspring.github.io/renamify/mcp/overview/",
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      "name": "Rootly-AI-Labs/Rootly-MCP-server",
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      "description": "MCP server for the incident management platform Rootly.",
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      "slug": "awesome-run-sql-connectorx",
      "name": "run-sql-connectorx",
      "url": "https://github.com/gigamori/mcp-run-sql-connectorx",
      "description": "Execute SQL (PostgreSQL, MariaDB, BigQuery, MS SQL Server, RedShift, etc.) via ConnectorX and stream results to CSV/Parquet. MCP tool: runsql.",
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      "slug": "awesome-salaah-mcp",
      "name": "Salaah MCP",
      "url": "https://github.com/yusufk/salaah-mcp",
      "description": "FastAPI and MCP service providing Islamic prayer times and other useful calculations.",
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      "slug": "awesome-scan-mcp",
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      "url": "https://github.com/jacksenechal/scan-mcp",
      "description": "Minimal MCP server for scanner capture (ADF/duplex/page-size); typed tools; JSON Schema–validated I/O; multipage assembly; Node 22 + SANE.",
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      "slug": "awesome-schemacrawler",
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      "description": "Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.",
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      "slug": "awesome-schemaflow",
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      "url": "https://github.com/CryptoRadi/schemaflow-mcp-server",
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      "slug": "awesome-scrapegraphai",
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      "description": "AI-powered web scraping library that creates scraping pipelines using natural language.- ScrapeGraphAI",
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      "slug": "awesome-screeny",
      "name": "Screeny",
      "url": "https://github.com/rohanrav/screeny",
      "description": "Privacy-first macOS MCP server that provides visual context for AI agents through window screenshots",
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      "slug": "awesome-searxng",
      "name": "SearXNG",
      "url": "https://github.com/ihor-sokoliuk/mcp-searxng",
      "description": "A Model Context Protocol Server for SearXNG",
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      "slug": "awesome-secure-fetch",
      "name": "Secure Fetch",
      "url": "https://github.com/appsec-innovation-labs/secure-mcp-fetch",
      "description": "Secure fetch to prevent access to local resources",
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      "slug": "awesome-shadcn-registry-manager",
      "name": "Shadcn Registry Manager",
      "url": "https://github.com/reuvenaor/shadcn-registry-manager",
      "description": "MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries.",
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      "name": "shadcn-ui-mcp-server",
      "url": "https://github.com/heilgar/shadcn-ui-mcp-server",
      "description": "A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation.",
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      "slug": "awesome-slack",
      "name": "Slack",
      "url": "https://github.com/korotovsky/slack-mcp-server",
      "description": "The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏.",
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      "slug": "awesome-slite-mcp",
      "name": "slite-mcp",
      "url": "https://github.com/fajarmf/slite-mcp",
      "description": "Model Context Protocol server for Slite integration. Search and retrieve notes, browse note hierarchies, and access content from your Slite workspace.",
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      "name": "Snowflake",
      "url": "https://github.com/isaacwasserman/mcp-snowflake-server",
      "description": "Snowflake database integration with read/write capabilities and insight tracking",
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      "slug": "awesome-skyvern",
      "name": "Skyvern",
      "url": "https://github.com/Skyvern-AI/skyvern/tree/main/integrations/mcp",
      "description": "MCP Server to let Claude / your AI control the browser",
      "kinds": [
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    },
    {
      "slug": "awesome-sonatype-mcp-server",
      "name": "Sonatype MCP Server",
      "url": "https://github.com/brianveltman/sonatype-mcp",
      "description": "MCP for Sonatype Nexus Repository Manager and Sonatype Repository Firewall. Manage your DevSecOps practices through AI-assisted Workflows.",
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      "name": "Sourcerer",
      "url": "https://github.com/st3v3nmw/sourcerer-mcp",
      "description": "MCP for semantic code search & navigation that reduces token waste",
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      "slug": "awesome-spm-mcp",
      "name": "spm-mcp",
      "url": "https://github.com/simpleswift/spm-mcp",
      "description": "iOS Swift Package Manager server written in Swift",
      "kinds": [
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      "slug": "awesome-spotify-player",
      "name": "Spotify Player",
      "url": "https://github.com/vsaez/mcp-spotify-player",
      "description": "Control Spotify playback, queue, volume and playlists from Claude/Cursor via MCP. (Python)",
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      "name": "SQLite",
      "url": "https://github.com/panasenco/mcp-sqlite",
      "description": "MCP server for SQLite files. Supports Datasette-compatible metadata!",
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      "name": "Squad AI",
      "url": "https://github.com/the-basilisk-ai/squad-mcp",
      "description": "Product‑discovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCP‑aware LLM.",
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      "name": "Storyblok",
      "url": "https://github.com/Kiran1689/storyblok-mcp-server",
      "description": "Storyblok MCP server enables your AI assistants to directly access and manage your Storyblok spaces, stories, components, assets, workflows, and more.",
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    },
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      "slug": "awesome-svelte-documentation",
      "name": "Svelte Documentation",
      "url": "https://github.com/khromov/llmctx",
      "description": "Remote server (SSE/Streamable) for the latest Svelte and SvelteKit documentation",
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    },
    {
      "slug": "awesome-task-orchestrator",
      "name": "Task Orchestrator",
      "url": "https://github.com/EchoingVesper/mcp-task-orchestrator",
      "description": "AI-powered task orchestration and workflow automation with specialized agent roles, intelligent task decomposition, and seamless integration across Claude Desktop, Cursor IDE, Windsurf, and VS Code.",
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    },
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      "slug": "awesome-tasks",
      "name": "Tasks",
      "url": "https://github.com/flesler/mcp-tasks",
      "description": "An efficient task manager. Designed to minimize tool confusion and maximize LLM budget efficiency while providing powerful search, filtering, and organization capabilities across multiple file formats (Markdown, JSON, YAML)",
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    {
      "slug": "awesome-text-to-graphql",
      "name": "Text-To-GraphQL",
      "url": "https://github.com/Arize-ai/text-to-graphql-mcp",
      "description": "MCP server for text-to-graphql, integrates with Claude Desktop and Cursor.",
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      "name": "TeamCity",
      "url": "https://github.com/itcaat/teamcity-mcp",
      "description": "MCP server for TeamCity, integrates with Claude Desktop and Cursor.",
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    {
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      "name": "TikTok",
      "url": "https://github.com/Seym0n/tiktok-mcp",
      "description": "TikTok integration for getting post details and video subtitles",
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      "description": "Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result.",
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    },
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      "name": "Todoist",
      "url": "https://github.com/stanislavlysenko0912/todoist-mcp-server",
      "description": "Full implementation of Todoist Rest API for MCP server",
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    },
    {
      "slug": "awesome-trello",
      "name": "Trello",
      "url": "https://github.com/m0xai/trello-mcp-server",
      "description": "Trello integration for working with boards, lists in boards and cards in lists.",
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      ],
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    },
    {
      "slug": "awesome-trello-mcp",
      "name": "Trello MCP",
      "url": "https://github.com/kocakli/Trello-Desktop-MCP",
      "description": "Trello Desktop MCP server that enables Claude Desktop to interact with Trello boards, cards, lists, and team members through natural language commands.",
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      ],
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    },
    {
      "slug": "awesome-terragrunt-docs",
      "name": "Terragrunt-Docs",
      "url": "https://github.com/Excoriate/mcp-terragrunt-docs",
      "description": "Terragrunt documentation always up to date.",
      "kinds": [
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      ],
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    },
    {
      "slug": "awesome-trino-mcp-server",
      "name": "Trino MCP Server",
      "url": "https://github.com/tuannvm/mcp-trino",
      "description": "A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.",
      "kinds": [
        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-unified-diff-mcp-server",
      "name": "Unified Diff MCP Server",
      "url": "https://github.com/gorosun/unified-diff-mcp",
      "description": "Beautiful HTML and PNG diff visualization using diff2html, designed for filesystem editfile dry-run output with high-performance Bun runtime.",
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        "mcp-server"
      ],
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    },
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      "slug": "awesome-unity3d-game-engine",
      "name": "Unity3d Game Engine",
      "url": "https://github.com/CoderGamester/mcp-unity",
      "description": "MCP Server to control and interact with Unity3d Game Engine for game development",
      "kinds": [
        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-user-feedback",
      "name": "User Feedback",
      "url": "https://github.com/mrexodia/user-feedback-mcp",
      "description": "Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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    },
    {
      "slug": "awesome-user-prompt-mcp",
      "name": "User Prompt MCP",
      "url": "https://github.com/nazar256/user-prompt-mcp",
      "description": "An MCP server for Cursor that enables requesting user input during generation process.",
      "kinds": [
        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-vega-lite",
      "name": "Vega-Lite",
      "url": "https://github.com/isaacwasserman/mcp-vegalite-server",
      "description": "Generate visualizations from fetched data using the VegaLite format and renderer.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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    },
    {
      "slug": "awesome-vibe-check",
      "name": "Vibe Check",
      "url": "https://github.com/PV-Bhat/vibe-check-mcp-server",
      "description": "The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a \"Vibe-check\" agent to ensure alignment and prevent scope creep",
      "kinds": [
        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-wassenger",
      "name": "Wassenger",
      "url": "https://github.com/wassengerhq/mcp-wassenger",
      "description": "Wassenger MCP server to chat, send messages and automate WhatsApp from any AI model client (free trial available).",
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        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-weather",
      "name": "Weather",
      "url": "https://github.com/TimLukaHorstmann/mcp-weather",
      "description": "Accurate weather forecasts via the AccuWeather API (free tier available).",
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      ],
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      }
    },
    {
      "slug": "awesome-knowair-weather",
      "name": "KnowAir Weather",
      "url": "https://github.com/shuowang-ai/Weather-MCP",
      "description": "Real-time weather and air quality via the Caiyun Weather API (meteorology + AQI, CN & US standards).",
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      ],
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    },
    {
      "slug": "awesome-webex",
      "name": "Webex",
      "url": "https://github.com/Kashyap-AI-ML-Solutions/webex-messaging-mcp-server",
      "description": "A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.",
      "kinds": [
        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-web-search-mcp",
      "name": "Web Search MCP",
      "url": "https://github.com/mrkrsl/web-search-mcp",
      "description": "A server that provides local, full web search, summaries and page extration for use with Local LLMs.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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    },
    {
      "slug": "awesome-website-snapshot",
      "name": "Website Snapshot",
      "url": "https://github.com/gustavo-meilus/mcp-web-snapshot",
      "description": "A MCP server that provides comprehensive website snapshot capabilities using Playwright. This server enables LLMs to capture and analyze web pages through structured accessibility snapshots, network monitoring, and console message collectio",
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        "mcp-server"
      ],
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    },
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      "slug": "awesome-weibaohui-k8m",
      "name": "weibaohui/k8m",
      "url": "https://github.com/weibaohui/k8m",
      "description": "Provides multi-cluster Kubernetes management and operations using MCP, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.",
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    },
    {
      "slug": "awesome-weibaohui-kom",
      "name": "weibaohui/kom",
      "url": "https://github.com/weibaohui/kom",
      "description": "Provides multi-cluster Kubernetes management and operations using MCP, It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and C",
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      ],
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    },
    {
      "slug": "awesome-whois-mcp",
      "name": "Whois MCP",
      "url": "https://github.com/bharathvaj-ganesan/whois-mcp",
      "description": "MCP server that performs whois lookup against domain, IP, ASN and TLD.",
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        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-windows-cli",
      "name": "Windows CLI",
      "url": "https://github.com/SimonB97/win-cli-mcp-server",
      "description": "MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.",
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        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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    },
    {
      "slug": "awesome-windows-control",
      "name": "Windows Control",
      "url": "https://github.com/Cheffromspace/nutjs-windows-control",
      "description": "Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.",
      "kinds": [
        "mcp-server"
      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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    },
    {
      "slug": "awesome-windsor",
      "name": "Windsor",
      "url": "https://github.com/windsor-ai/windsor_mcp",
      "description": "Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting.",
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      ],
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    },
    {
      "slug": "awesome-x-twitter",
      "name": "X (Twitter)",
      "url": "https://github.com/mbelinky/x-mcp-server",
      "description": "Enhanced MCP server for Twitter/X with OAuth 2.0 support, v2 API media uploads, smart v1.1 fallbacks, and comprehensive rate limiting. Post tweets with text/media, search, and delete tweets programmatically.",
      "kinds": [
        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-xcodebuild",
      "name": "xcodebuild",
      "url": "https://github.com/ShenghaiWang/xcodebuild",
      "description": "🍎 Build iOS Xcode workspace/project and feed back errors to llm.",
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      ],
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    },
    {
      "slug": "awesome-xcodebuildmcp",
      "name": "XcodeBuildMCP",
      "url": "https://github.com/cameroncooke/xcodebuildmcp",
      "description": " Popular MCP server that enables AI agents to scaffold, build, run and test iOS, macOS, visionOS and watchOS apps or simulators and wired and wireless devices. It has powerful UI-automation capabilities like controlling the simulator, capt",
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        "mcp-server"
      ],
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    },
    {
      "slug": "awesome-xcsimctl",
      "name": "xcsimctl",
      "url": "https://github.com/nzrsky/simctl-mcp-server",
      "description": "🍎 Manage Xcode simulators.",
      "kinds": [
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      ],
      "source": "wong2/awesome-mcp-servers (curated)",
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    },
    {
      "slug": "awesome-xctools",
      "name": "xctools",
      "url": "https://github.com/nzrsky/xctools-mcp-server",
      "description": "🍎 MCP server for Xcode's xctrace, xcrun, xcodebuild.",
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      ],
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    },
    {
      "slug": "awesome-youtube",
      "name": "YouTube",
      "url": "https://github.com/anaisbetts/mcp-youtube",
      "description": "Fetch YouTube subtitles",
      "kinds": [
        "mcp-server"
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    },
    {
      "slug": "awesome-yuga-planner",
      "name": "Yuga Planner",
      "url": "https://github.com/blackopsrepl/yuga-planner",
      "description": "AI Task schedule planning with LLamaIndex and Timefold: breaks down a task description and schedules it around an existing calendar",
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    },
    {
      "slug": "awesome-mbro",
      "name": "MBro",
      "url": "https://github.com/sitbon/magg/blob/main/docs/mbro.md",
      "description": "A powerful interactive terminal MCP Browser client with tab completion and automatic documentation that allows you to work with multiple MCP servers, manage tools, and create complex workflows using AI assistants.",
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      "name": "mcp-cli",
      "url": "https://github.com/wong2/mcp-cli",
      "description": "a cli inspector for MCP servers",
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    },
    {
      "slug": "awesome-mcp-client",
      "name": "mcp-client",
      "url": "https://github.com/rakesh-eltropy/mcp-client",
      "description": "MCP REST API and CLI client for interacting with MCP servers, supports OpenAI, Claude, Gemini, Ollama etc.",
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    },
    {
      "slug": "awesome-mcp-bridge",
      "name": "MCP-Bridge",
      "url": "https://github.com/SecretiveShell/MCP-Bridge",
      "description": "🐍 an openAI middleware proxy to use mcp in any existing openAI compatible client",
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    },
    {
      "slug": "awesome-mcp-chatbot",
      "name": "MCP-Chatbot",
      "url": "https://github.com/3choff/mcp-chatbot",
      "description": "A simple yet powerful ⭐ CLI chatbot that integrates tool servers with any OpenAI-compatible LLM API.",
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        "mcp-server"
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    },
    {
      "slug": "awesome-genkit",
      "name": "genkit",
      "url": "https://github.com/firebase/genkit",
      "description": "agent and data transformation framework",
      "kinds": [
        "mcp-server"
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    },
    {
      "slug": "awesome-gpt-computer-assistant",
      "name": "gpt-computer-assistant",
      "url": "https://github.com/Upsonic/gpt-computer-assistant",
      "description": "dockerized mcp client with Anthropic, OpenAI and Langchain.",
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    },
    {
      "slug": "awesome-mcp-connect",
      "name": "MCP-Connect",
      "url": "https://github.com/EvalsOne/mcp-connect",
      "description": "A client that enables cloud-based AI services to access local Stdio based MCP servers by HTTP/HTTPS requests.",
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    },
    {
      "slug": "awesome-codemirror-mcp",
      "name": "codemirror-mcp",
      "url": "https://github.com/marimo-team/codemirror-mcp",
      "description": "CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.",
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    },
    {
      "slug": "awesome-librechat",
      "name": "LibreChat",
      "url": "https://www.librechat.ai/",
      "description": "Open-source AI Web UI, supporting multiple providers including OpenAI, Anthropic, Google, Ollama, and local models. Includes MCP support for Agents.",
      "kinds": [
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      "name": "eBook-mcp",
      "url": "https://github.com/onebirdrocks/ebook-mcp",
      "description": "A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks on your local machine. Ideal for building AI reading assistants or chat-based ebook interfaces.",
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      "name": "Shell",
      "url": "https://github.com/rusiaaman/wcgw",
      "description": "Autonomous shell execution and computer control (Mac)",
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        "mcp-server"
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      "name": "Command Line",
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      "description": "MCP server allowing any and all command execution over CMD(BE CAREFUL).",
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      "name": "Spotify",
      "url": "https://github.com/varunneal/spotify-mcp",
      "description": "Connects with Spotify for playback control and track/album/artist/playlist management.",
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      "name": "Unity Engine",
      "url": "https://github.com/IvanMurzak/Unity-MCP",
      "description": "Tools for Unity Editor and for a game made with Unity",
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      "name": "CoinMarket",
      "url": "https://github.com/anjor/coinmarket-mcp-server",
      "description": "Coinmarket API integration for cryptocurrency data",
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      "name": "LongPort OpenAPI",
      "url": "https://github.com/longportapp/openapi/tree/main/mcp",
      "description": "Provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.",
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      "name": "ZBD",
      "url": "https://github.com/zebedeeio/zbd-payments-typescript-sdk/tree/main/packages/mcp-server",
      "description": "Interact with ZBD's payment processing APIs for instant global payments with Bitcoin and Lightning Network",
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      "name": "Ancestry",
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      "description": "Read .ged files and genetic data",
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        "mcp-server"
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      "description": "Professional media analysis and validation MCP server with FFprobe, MediaInfo, and comprehensive reporting capabilities",
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      "name": "OpenNutrition",
      "url": "https://github.com/deadletterq/mcp-opennutrition",
      "description": "Search 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database",
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      "name": "Congress",
      "url": "https://github.com/amurshak/congressMCP",
      "description": "Query and reeason about legislative data from Congress.gov",
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      "url": "https://github.com/run-llama/mcp-server-llamacloud",
      "description": "LlamaCloud MCP Server. A TypeScript-based MCP server connecting to a managed index on LlamaCloud.",
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      "slug": "awesome-openrpc",
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      "description": "Paste a link to your Figma design to get its data in a ready-to-implement format.",
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      "description": "Connect to VSCode ide and allows using semantic tools like findusages",
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      "description": "Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations. Features universal field auto-detection, full Czech/l",
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      "slug": "awesome-pipedream",
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      "description": "MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.",
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      "description": "MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.",
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      "description": "ChatGPT for physical data. Troubleshoot your robots and drones with natural language. No fuss.",
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    },
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      "description": "Example: browser-driving MCP agent.",
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        "payments"
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      "description": "Example: agent that pays via x402.",
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      "description": "Example: voice + retrieval agent.",
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        "git"
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      "description": "Skill: dig through git history for why code exists.",
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        "security"
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      "description": "Skill: build and run agent evaluations.",
      "access": "oss",
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    {
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        "codebase"
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      "description": "Skill: first-pass read + summarize of codebases.",
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        "cleanup"
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      "links": [],
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      "description": "Skill: audit and archive dead projects.",
      "access": "oss",
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      "tags": [
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        "scope"
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      "url": "https://jobforagent.com",
      "description": "Agent job marketplace monitored continuously since 2026-07-09.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "silent",
        "access": "accessible",
        "grade": "F",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://jobforagent.com"
        },
        {
          "label": "API",
          "url": "https://jobforagent.com/api/jobs"
        }
      ],
      "verdict": {
        "grade": "F",
        "label": "Failed or non-paying evidence",
        "liveness": "live",
        "access": "accessible",
        "automation": "silent",
        "payout": "unproven",
        "confidence": 0.7,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-near-agent-market",
      "laneSlug": "near-agent-market",
      "name": "NEAR Agent Market",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://market.near.ai",
      "description": "On-chain agent job market on NEAR.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "crypto"
        ],
        "currency": [
          "near"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "contested",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "crypto",
        "NEAR",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://market.near.ai"
        },
        {
          "label": "API",
          "url": "https://market.near.ai/v1/jobs/board"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.7,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-work402",
      "laneSlug": "work402",
      "name": "Work402",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://work402.com",
      "description": "x402-based agent work market.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "crypto",
          "usdc",
          "x402"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "permitted",
        "access": "blocked",
        "grade": "F",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "crypto",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://work402.com"
        }
      ],
      "verdict": {
        "grade": "F",
        "label": "Failed or non-paying evidence",
        "liveness": "degraded",
        "access": "blocked",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-seekclaw",
      "laneSlug": "seekclaw",
      "name": "SeekClaw",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://seekclaw.com",
      "description": "Agent work marketplace with an official CLI.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://seekclaw.com"
        },
        {
          "label": "API",
          "url": "https://seekclaw.com/api/jobs"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-moltjobs",
      "laneSlug": "moltjobs",
      "name": "MoltJobs",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://moltjobs.com",
      "description": "Agent work market with USDC escrow on Base; API, CLI, MCP, and TS/Python SDKs.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "base",
          "usdc",
          "escrow",
          "crypto"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "base",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://moltjobs.com"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-openpod",
      "laneSlug": "openpod",
      "name": "OpenPod",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://openpod.work",
      "description": "Agent task market with PM/Lead/Worker roles.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "crypto",
          "usdc"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "crypto",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://openpod.work"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-claw-earn",
      "laneSlug": "claw-earn",
      "name": "Claw Earn (AI Agent Store)",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://aiagentstore.ai",
      "description": "Agent-work rail inside the AI Agent Store directory.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "base",
          "usdc",
          "escrow",
          "crypto"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "base",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://aiagentstore.ai"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-agrenting",
      "laneSlug": "agrenting",
      "name": "Agrenting",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://agrenting.com",
      "description": "Agent rental marketplace advertising a 95% provider share and DID registration.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://agrenting.com"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-agentlot",
      "laneSlug": "agentlot",
      "name": "AgentLot",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://agentlot.com",
      "description": "Agent work market reachable through an MCP connector listed on Glama.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "x402",
          "usdc",
          "crypto"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "x402",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://agentlot.com"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-agenticjobs",
      "laneSlug": "agenticjobs",
      "name": "agenticjobs.work",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://agenticjobs.work",
      "description": "Agent job board exposing API, MCP, and CLI access.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://agenticjobs.work"
        },
        {
          "label": "API",
          "url": "https://agenticjobs.work/api/v1/jobs?limit=100"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-dealwork",
      "laneSlug": "dealwork",
      "name": "DealWork.ai",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://dealwork.ai",
      "description": "AI-agent gig marketplace.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "farm",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://dealwork.ai"
        },
        {
          "label": "API",
          "url": "https://dealwork.ai/api/v1/jobs"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-digitaljobs",
      "laneSlug": "digitaljobs",
      "name": "DigitalJobs.com",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://digitaljobs.com",
      "description": "Public launch observed 2026-09-08 with a stated 120k+ listings spanning human and agent work.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://digitaljobs.com"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-okx-ai-asp",
      "laneSlug": "okx-ai-asp",
      "name": "OKX AI Agent Service Platform",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://www.okx.com",
      "description": "Exchange-operated agent service platform observed under review.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "exchange"
        ],
        "currency": [
          "usd"
        ],
        "automation": "unknown",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "exchange"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://www.okx.com"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "unknown",
        "access": "blocked",
        "automation": "unknown",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-agenthansa",
      "laneSlug": "agenthansa",
      "name": "AgentHansa",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://agenthansa.com",
      "description": "Agent community board with posted bounties and an operator API.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://agenthansa.com"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-agentpulse",
      "laneSlug": "agentpulse",
      "name": "Agent Pulse",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-network",
      "url": "https://agentpulse.xyz",
      "description": "Public room where agents post on behalf of their humans; skill.md-driven registration with Bearer-key API (posts, replies, follows, people/posts search).",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "Unknown",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-network",
        "conventional"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://agentpulse.xyz"
        },
        {
          "label": "API",
          "url": "https://agentpulse.xyz/api/v1/posts"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "unknown",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.2,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-hackernews",
      "laneSlug": "hackernews",
      "name": "Hacker News — Who is hiring",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "jobs-feed",
      "url": "https://news.ycombinator.com",
      "description": "Monthly 'Who is hiring' threads; the listing feed is readable through the public Algolia HN API.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "jobs-feed",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://news.ycombinator.com"
        },
        {
          "label": "Work",
          "url": "https://news.ycombinator.com/submitted?id=whoishiring"
        },
        {
          "label": "API",
          "url": "https://hn.algolia.com/api/v1/search?tags=story,who_is_hiring"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-superteam-earn",
      "laneSlug": "superteam-earn",
      "name": "Superteam Earn",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://superteam.fun",
      "description": "Superteam Earn bounty feed with first-party listing API and explicit agentAccess fields.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "crypto",
          "usdc"
        ],
        "currency": [
          "usdc/usdg"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "bounty",
        "crypto",
        "USDC/USDG",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://superteam.fun"
        },
        {
          "label": "Work",
          "url": "https://superteam.fun/explore"
        },
        {
          "label": "API",
          "url": "https://earn.superteam.fun/api/listings?type=bounty&take=50"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-aijobs-claudelance",
      "laneSlug": "aijobs-claudelance",
      "name": "AI.JOBS / Claudelance",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://github.com/AtlasNexusTech/aijobs",
      "description": "Live Celo AI-agent bounty marketplace with ERC-8004 identity-gated claims and multi-token escrow.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "celo",
          "usdc",
          "escrow",
          "crypto"
        ],
        "currency": [
          "cusd/celo/usdc"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "historical"
      },
      "tags": [
        "agent-marketplace",
        "celo",
        "cUSD/CELO/USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://github.com/AtlasNexusTech/aijobs"
        },
        {
          "label": "Work",
          "url": "https://github.com/AtlasNexusTech/aijobs"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-github-bounty-feed",
      "laneSlug": "github-bounty-feed",
      "name": "Hermes GitHub Bounty Feed",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "jobs-feed",
      "url": "https://github.com",
      "description": "Hermes no-agent GitHub bounty scanner feed for broad discovery beyond the curated Algora lane.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional",
          "crypto"
        ],
        "currency": [
          "usd/crypto/unknown"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "farm",
        "freshness": "historical"
      },
      "tags": [
        "jobs-feed",
        "conventional",
        "USD/crypto/unknown",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://github.com"
        },
        {
          "label": "Work",
          "url": "https://github.com/issues?q=is%3Aissue+is%3Aopen+bounty"
        },
        {
          "label": "API",
          "url": "https://api.github.com/search/issues?q=is%3Aissue+is%3Aopen+bounty"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-opire",
      "laneSlug": "opire",
      "name": "Opire",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://opire.dev",
      "description": "GitHub-integrated bounty lane; rewards are claimed through issue commands and settled by the bounty creator.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "contested",
        "freshness": "historical"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://opire.dev"
        },
        {
          "label": "Work",
          "url": "https://app.opire.dev/home"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.45,
        "freshness": "historical",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-yeswehack",
      "laneSlug": "yeswehack",
      "name": "YesWeHack",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://yeswehack.com",
      "description": "EU bug-bounty platform; hunter account verified live by first-party API.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "eur"
        ],
        "automation": "conditional",
        "access": "accessible",
        "grade": "C",
        "competition": "contested",
        "freshness": "stale"
      },
      "tags": [
        "bounty",
        "conventional",
        "EUR"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://yeswehack.com"
        },
        {
          "label": "Work",
          "url": "https://yeswehack.com/programs"
        },
        {
          "label": "API",
          "url": "https://api.yeswehack.com"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "conditional",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "stale",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-intigriti",
      "laneSlug": "intigriti",
      "name": "Intigriti",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://intigriti.com",
      "description": "EU bug-bounty platform; account registered, ID check passed, payout methods enabled — zero submissions ever filed.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "eur"
        ],
        "automation": "conditional",
        "access": "accessible",
        "grade": "C",
        "competition": "contested",
        "freshness": "stale"
      },
      "tags": [
        "bounty",
        "conventional",
        "EUR"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://intigriti.com"
        },
        {
          "label": "Work",
          "url": "https://app.intigriti.com/programs"
        },
        {
          "label": "API",
          "url": "https://app.intigriti.com/api"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "conditional",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "stale",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-grok-bot-creator-rewards",
      "laneSlug": "grok-bot-creator-rewards",
      "name": "Grok Bot Creator Rewards (X)",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://grok.com",
      "description": "xAI/X creator program: creators build Grok Bot templates, share them on X, and are paid on usage and retention — reported as twice-monthly payouts. Pilot/invite stage.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "unknown",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "unknown",
        "freshness": "stale"
      },
      "tags": [
        "agent-marketplace",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://grok.com"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "unknown",
        "access": "blocked",
        "automation": "unknown",
        "payout": "unproven",
        "confidence": 0.3,
        "freshness": "stale",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-freelancer-com",
      "laneSlug": "freelancer-com",
      "name": "Freelancer.com",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "jobs-feed",
      "url": "https://www.freelancer.com",
      "description": "Freelance marketplace with a public, unauthenticated projects API. Listed only where a project says an AI agent may do the work.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional",
          "escrow"
        ],
        "currency": [
          "usd"
        ],
        "automation": "conditional",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "stale"
      },
      "tags": [
        "jobs-feed",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://www.freelancer.com"
        },
        {
          "label": "Work",
          "url": "https://www.freelancer.com/jobs"
        },
        {
          "label": "API",
          "url": "https://www.freelancer.com/api/projects/0.1/projects/active/?limit=100&query=AI%20agent&full_description=true"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "conditional",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "stale",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-upwork",
      "laneSlug": "upwork",
      "name": "Upwork",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "jobs-feed",
      "url": "https://www.upwork.com",
      "description": "Freelance marketplace whose AI-agent programme allows read-only job search and draft-only proposals under the account owner's authority.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional",
          "escrow"
        ],
        "currency": [
          "usd"
        ],
        "automation": "conditional",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "stale"
      },
      "tags": [
        "jobs-feed",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://www.upwork.com"
        },
        {
          "label": "Work",
          "url": "https://www.upwork.com/nx/search/jobs/"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "conditional",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "stale",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-agentalent",
      "laneSlug": "agentalent",
      "name": "Agentalent",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "agent-marketplace",
      "url": "https://agentalent.ai",
      "description": "Marketplace where companies hire verified AI agents; a public API lets an agent discover jobs, apply and sit evaluations.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "permitted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "stale"
      },
      "tags": [
        "agent-marketplace",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://agentalent.ai"
        },
        {
          "label": "Work",
          "url": "https://agentalent.ai/jobs"
        },
        {
          "label": "API",
          "url": "https://agentalent.ai/api/v1/jobs"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "permitted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "stale",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-hackerone",
      "laneSlug": "hackerone",
      "name": "HackerOne",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://hackerone.com",
      "description": "Largest vulnerability-disclosure platform; T3rnel account exists with payments enabled, but sign-in sits behind a Cloudflare bot challenge, so an agent cannot log in unattended.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "contested",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://hackerone.com"
        },
        {
          "label": "Work",
          "url": "https://hackerone.com/directory/programs"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-bugcrowd",
      "laneSlug": "bugcrowd",
      "name": "Bugcrowd",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://bugcrowd.com",
      "description": "Crowdsourced security platform; T3rnel account is live with identity verification done and payments enabled. Sign-in was not re-proven by automation.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "contested",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://bugcrowd.com"
        },
        {
          "label": "Work",
          "url": "https://bugcrowd.com/engagements"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-huntr",
      "laneSlug": "huntr",
      "name": "huntr",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://huntr.com",
      "description": "Palo Alto Networks' AI/ML security site. The open-source vulnerability bounty is gone; what remains is a humans-only hacking challenge.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "prohibited",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://huntr.com"
        },
        {
          "label": "Work",
          "url": "https://huntr.com/challenges"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "prohibited",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-immunefi",
      "laneSlug": "immunefi",
      "name": "Immunefi",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://immunefi.com",
      "description": "Web3 bug-bounty platform. Not reachable for operators in Zimbabwe, and sign-in needs an on-chain wallet signature.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional",
          "usdc",
          "crypto"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "F",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://immunefi.com"
        },
        {
          "label": "Work",
          "url": "https://immunefi.com/bug-bounty/"
        }
      ],
      "verdict": {
        "grade": "F",
        "label": "Failed or non-paying evidence",
        "liveness": "degraded",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-code4rena",
      "laneSlug": "code4rena",
      "name": "Code4rena",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://code4rena.com",
      "description": "Audit-contest platform that is winding down: new accounts can no longer be created.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional",
          "usdc",
          "crypto"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://code4rena.com"
        },
        {
          "label": "Work",
          "url": "https://code4rena.com/audits"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-sherlock",
      "laneSlug": "sherlock",
      "name": "Sherlock",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://sherlock.xyz",
      "description": "Smart-contract audit contests. Sign-in is wallet-only, which an unattended agent cannot do.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional",
          "usdc",
          "crypto"
        ],
        "currency": [
          "usdc"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USDC",
        "crypto",
        "bitcoin"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://sherlock.xyz"
        },
        {
          "label": "Work",
          "url": "https://audits.sherlock.xyz/contests"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-patchstack",
      "laneSlug": "patchstack",
      "name": "Patchstack",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://patchstack.com",
      "description": "WordPress vulnerability bounty; invite-only. A first valid vulnerability report via Discord is needed to receive an invite.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "eur"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "EUR"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://patchstack.com"
        },
        {
          "label": "Work",
          "url": "https://vdp.patchstack.com/researchers/login"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-0din",
      "laneSlug": "0din",
      "name": "0DIN (Mozilla GenAI bounty)",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://0din.ai",
      "description": "Mozilla's generative-AI bug-bounty. T3rnel researcher account created, email confirmed and signed in.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://0din.ai"
        },
        {
          "label": "Work",
          "url": "https://0din.ai/researcher"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-hackenproof",
      "laneSlug": "hackenproof",
      "name": "HackenProof",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://hackenproof.com",
      "description": "Web3 and crypto-exchange bug-bounty platform. T3rnel account created and activated; dashboard loads signed in.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://hackenproof.com"
        },
        {
          "label": "Work",
          "url": "https://hackenproof.com/programs"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-zero-day-initiative",
      "laneSlug": "zero-day-initiative",
      "name": "Zero Day Initiative",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://www.zerodayinitiative.com",
      "description": "Trend Micro's vulnerability purchase program. T3rnel researcher account created, agreement accepted, signed in.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "accessible",
        "grade": "C",
        "competition": "unknown",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://www.zerodayinitiative.com"
        },
        {
          "label": "Work",
          "url": "https://www.zerodayinitiative.com/portal/"
        }
      ],
      "verdict": {
        "grade": "C",
        "label": "Live, payout unproven",
        "liveness": "live",
        "access": "accessible",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-openbounty-shentu",
      "laneSlug": "openbounty-shentu",
      "name": "OpenBounty (Shentu)",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://openbounty.shentu.org",
      "description": "Shentu's bounty board. Its backend returned 502 Bad Gateway on every probe on 2026-10-24.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "F",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://openbounty.shentu.org"
        },
        {
          "label": "Work",
          "url": "https://openbounty.shentu.org"
        }
      ],
      "verdict": {
        "grade": "F",
        "label": "Failed or non-paying evidence",
        "liveness": "degraded",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    },
    {
      "slug": "lane-polar",
      "laneSlug": "polar",
      "name": "Polar",
      "kind": "work-lane",
      "kinds": [
        "work-lane"
      ],
      "category": "bounty",
      "url": "https://polar.sh",
      "description": "Developer funding platform. It has no public bounty feed, so there is nothing to list or claim.",
      "freeTier": null,
      "facets": {
        "payRail": [
          "conventional"
        ],
        "currency": [
          "usd"
        ],
        "automation": "restricted",
        "access": "blocked",
        "grade": "Unknown",
        "competition": "gated",
        "freshness": "fresh"
      },
      "tags": [
        "bounty",
        "conventional",
        "USD"
      ],
      "links": [
        {
          "label": "Site",
          "url": "https://polar.sh"
        },
        {
          "label": "Work",
          "url": "https://polar.sh"
        }
      ],
      "verdict": {
        "grade": "Unknown",
        "label": "Insufficient evidence",
        "liveness": "live",
        "access": "blocked",
        "automation": "restricted",
        "payout": "unproven",
        "confidence": 0.55,
        "freshness": "fresh",
        "methodologyVersion": "1.1"
      }
    }
  ]
}