{
  "markdown": "<p align=\"center\">\n  <img src=\"https://wjxawmrpsfuivlicnepc.supabase.co/storage/v1/object/public/newsletter/logo-armory-no-background.png\" alt=\"MCP Armory\" height=\"64\">\n</p>\n\n<h1 align=\"center\">MCP Armory Registry</h1>\n\n<p align=\"center\">\nProduction-ready MCP servers for popular APIs, generated by <a href=\"https://mcpblacksmith.com\">MCP Blacksmith</a>.\n</p>\n\n<p align=\"center\">\n  <a href=\"https://github.com/mcparmory/registry/stargazers\"><img src=\"https://img.shields.io/github/stars/mcparmory/registry?style=flat&color=gold\" alt=\"GitHub Stars\"></a>\n  <a href=\"https://github.com/mcparmory/registry/blob/main/servers/github/LICENSE\"><img src=\"https://img.shields.io/badge/license-MIT-blue\" alt=\"License\"></a>\n  <img src=\"https://img.shields.io/badge/servers-79-8A2BE2\" alt=\"Servers\">\n  <img src=\"https://img.shields.io/badge/python-3.11+-3776AB?logo=python&logoColor=white\" alt=\"Python 3.11+\">\n</p>\n\n<p align=\"center\">\n  <a href=\"#servers\">Servers</a> &middot;\n  <a href=\"#install--usage\">Install & Usage</a> &middot;\n  <a href=\"#features\">Features</a> &middot;\n  <a href=\"#how-servers-are-generated\">How it works</a> &middot;\n  <a href=\"#license\">License</a>\n</p>\n\n---\n\nMCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — **generated from the upstream OpenAPI spec** using [MCP Blacksmith](https://mcpblacksmith.com) and **tested against the live API** before release. Hosted on [MCP Armory](https://mcparmory.com) or run independently.\n\n<!-- SERVERS:BEGIN -->\n## Servers\n\n🧠 **AI & Machine Learning** &ensp; [ElevenLabs](servers/elevenlabs) · [Linkup](servers/linkup) · [Parallel](servers/parallel) · [Perplexity AI](servers/perplexity) · [Ragie](servers/ragie) · [Replicate](servers/replicate)\n\n📊 **Analytics** &ensp; [Ahrefs](servers/ahrefs) · [Datadog](servers/datadog) · [Google Analytics](servers/google-analytics) · [Google Search Console](servers/google-search-console) · [Linkly](servers/linkly) · [Mixpanel](servers/mixpanel) · [PostHog](servers/posthog)\n\n⛓️ **Blockchain & Crypto** &ensp; [Alchemy NFT](servers/alchemy-nft)\n\n💼 **CRM & Sales** &ensp; [Apollo](servers/apollo)\n\n💬 **Communication** &ensp; [Atlassian Confluence](servers/atlassian-confluence) · [Google Gmail](servers/google-gmail) · [MailerSend](servers/mailersend) · [Mailtrap](servers/mailtrap) · [Postmark](servers/postmark) · [Resend](servers/resend) · [Slack](servers/slack)\n\n🗄️ **Data & Databases** &ensp; [Enigma](servers/enigma) · [Pinecone](servers/pinecone)\n\n🛠️ **Developer Tools** &ensp; [AgentQL](servers/agentql) · [Apify](servers/apify) · [Bitbucket](servers/bitbucket) · [Bright Data](servers/brightdata) · [Browserbase](servers/browserbase) · [BuiltWith](servers/builtwith) · [Canvas](servers/canvas) · [CircleCI](servers/circleci) · [Codacy](servers/codacy) · [Contentful Management](servers/contentful-management) · [ConvertAPI](servers/convertapi) · [E2B](servers/e2b) · [Firecrawl](servers/firecrawl) · [GitHub](servers/github) · [GitLab](servers/gitlab) · [LaunchDarkly](servers/launchdarkly) · [Postman](servers/postman) · [Scrapingant](servers/scrapingant) · [Semrush AppCenter](servers/semrush-appcenter) · [Sentry](servers/sentry)\n\n📄 **Documents & Printing** &ensp; [PDF.co](servers/pdfco)\n\n🛒 **E-commerce** &ensp; [Shopify Admin](servers/shopify-admin)\n\n💰 **Finance** &ensp; [Alpha Vantage](servers/alpha-vantage) · [Polygon](servers/polygon) · [Ramp](servers/ramp)\n\n👥 **HR & Recruiting** &ensp; [BambooHR](servers/bamboohr)\n\n☁️ **Infrastructure** &ensp; [Globalping](servers/globalping) · [Grafana](servers/grafana) · [PagerDuty](servers/pagerduty) · [Rootly](servers/rootly) · [Runpod](servers/runpod)\n\n⚖️ **Legal & Compliance** &ensp; [NetLicensing](servers/netlicensing)\n\n🗺️ **Maps & Location** &ensp; [Google Maps Platform](servers/google-maps) · [IP2Location.io IP Geolocation](servers/ip2location-geolocation) · [OpenCage Geocoding](servers/opencage-geocoding)\n\n📣 **Marketing** &ensp; [Customer.io Journeys Track](servers/customerio-journeys-track) · [Klaviyo](servers/klaviyo)\n\n🎬 **Media & Entertainment** &ensp; [Canva](servers/canva) · [Perigon](servers/perigon)\n\n✅ **Productivity** &ensp; [Airtable](servers/airtable) · [Asana](servers/asana) · [Atlassian Jira](servers/atlassian-jira) · [ClickUp](servers/clickup) · [Figma](servers/figma) · [Google Sheets](servers/google-sheets) · [Miro](servers/miro) · [Notion](servers/notion) · [Outline](servers/outline) · [Shortcut](servers/shortcut)\n\n🔍 **Search** &ensp; [Algolia Search](servers/algolia-search) · [Google Search](servers/google-search)\n\n📦 **Storage** &ensp; [Box](servers/box) · [Files.com](servers/files-com) · [Google Drive](servers/google-drive)\n\n📌 **Other** &ensp; [Close](servers/close)\n\nMore servers are being added continuously.\n<!-- SERVERS:END -->\n\n## Install & Usage\n\nEvery server is a standalone PyPI package (`mcparmory-<server-name>`). Each server's own `README.md` has full credential setup and configuration instructions.\n\n```bash\n# With uvx (no install needed)\nuvx mcparmory-github\n\n# With pip\npip install mcparmory-github\nmcparmory-github\n```\n\n**MCP client configuration** (Claude Desktop, Cursor, Codex, Claude Code):\n\n```json\n{\n  \"mcpServers\": {\n    \"github\": {\n      \"command\": \"uvx\",\n      \"args\": [\"mcparmory-github\"],\n      \"env\": {\n        \"BEARER_TOKEN\": \"ghp_your_token_here\"\n      }\n    }\n  }\n}\n```\n\n## Features\n\nEvery server in this registry provides:\n\n- **Full API coverage** — all endpoints from the OpenAPI spec are exposed as MCP tools\n- **Authentication** — API key, Bearer token, Basic auth, OAuth2, JWT, OpenID Connect, and mutual TLS\n- **Multi-auth** — servers that support multiple auth methods let you configure whichever you prefer\n- **Pydantic validation** — request parameters are validated before sending to the API\n- **Resilience** — configurable retries with exponential backoff, connection pooling, and timeouts\n- **Response sanitization** — optional redaction of sensitive fields from API responses\n\n## How servers are generated\n\nServers are generated by [MCP Blacksmith](https://mcpblacksmith.com), an automated pipeline that:\n\n1. **Parses** an OpenAPI specification\n2. **Transforms** operations through LLM-driven passes (naming, parameter filtering, enhancement, classification)\n3. **Generates** a complete MCP server with auth, models, validation, and configuration\n4. **Tests** every tool against the live API using an autonomous agent\n5. **Deploys** passing servers to this registry\n\nThe generator targets Python 3.11+ and uses [FastMCP](https://github.com/jlowin/fastmcp) as the MCP framework.\n\n## Contributing\n\nServers are auto-generated — don't edit server code directly. If you find an issue, [open a GitHub Issue](https://github.com/mcparmory/registry/issues/new/choose) describing:\n\n- Broken or deprecated endpoints\n- Missing or incorrect parameters\n- Authentication problems\n- Incorrect request/response models\n\nWe'll re-generate the affected server with the fix. To request a new server, open an issue with a link to the API's OpenAPI spec or documentation.\n\n## License\n\nEach generated server is released under the [MIT License](servers/github/LICENSE). The underlying APIs have their own terms of service — see individual server READMEs for details.\n\n---\n\n<p align=\"center\">\n  <a href=\"https://mcparmory.com\">MCP Armory</a> &middot;\n  <a href=\"https://mcpblacksmith.com\">MCP Blacksmith</a> &middot;\n  <a href=\"https://docs.mcpblacksmith.com/quickstart\">Docs</a>\n</p>\n",
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}