{"data":{"node":{"slug":"tensorblock-awesome-mcp-servers","name":"awesome-mcp-servers","tagline":"A comprehensive collection of Model Context Protocol (MCP) servers","github_url":"https://github.com/TensorBlock/awesome-mcp-servers","owner":"TensorBlock","repo":"awesome-mcp-servers","owner_avatar_url":"https://avatars.githubusercontent.com/u/178539019?v=4","primary_language":"TypeScript","stars":857,"forks":893,"topics":["anthropic","awesome","genai","mcp","mcp-server","mcp-server-discovery","mcp-servers","model-context-protocol"],"archived":false,"github_pushed_at":"2026-09-20T00:30:21+00:00","maintenance_label":"Very active","stars_delta_30d":67,"url":"https://www.graphcanon.com/tools/tensorblock-awesome-mcp-servers","markdown_url":"https://www.graphcanon.com/tools/tensorblock-awesome-mcp-servers.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tensorblock-awesome-mcp-servers","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tensorblock-awesome-mcp-servers"},"categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"anthropic","name":"anthropic"},{"slug":"genai","name":"genai"},{"slug":"mcp","name":"mcp"},{"slug":"mcp-server","name":"mcp-server"},{"slug":"mcp-server-discovery","name":"mcp-server-discovery"},{"slug":"model-context-protocol","name":"model-context-protocol"}],"edges":[{"type":"alternative","direction":"in","explanation":"Both are collections of MCP servers, serving as alternative resources.","successor_context":null,"tool":{"slug":"punkpeye-awesome-mcp-servers","name":"awesome-mcp-servers","tagline":"A collection of MCP servers","github_url":"https://github.com/punkpeye/awesome-mcp-servers","owner":"punkpeye","repo":"awesome-mcp-servers","owner_avatar_url":"https://avatars.githubusercontent.com/u/108313943?v=4","primary_language":null,"stars":95296,"forks":16370,"topics":["ai","mcp"],"archived":false,"github_pushed_at":"2026-09-15T23:17:39+00:00","maintenance_label":"Very active","stars_delta_30d":4694,"url":"https://www.graphcanon.com/tools/punkpeye-awesome-mcp-servers","markdown_url":"https://www.graphcanon.com/tools/punkpeye-awesome-mcp-servers.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/punkpeye-awesome-mcp-servers","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=punkpeye-awesome-mcp-servers"}}],"neighbours":[{"slug":"punkpeye-awesome-mcp-servers","name":"awesome-mcp-servers","tagline":"A collection of MCP servers","github_url":"https://github.com/punkpeye/awesome-mcp-servers","owner":"punkpeye","repo":"awesome-mcp-servers","owner_avatar_url":"https://avatars.githubusercontent.com/u/108313943?v=4","primary_language":null,"stars":95296,"forks":16370,"topics":["ai","mcp"],"archived":false,"github_pushed_at":"2026-09-15T23:17:39+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/punkpeye-awesome-mcp-servers","markdown_url":"https://www.graphcanon.com/tools/punkpeye-awesome-mcp-servers.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/punkpeye-awesome-mcp-servers","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=punkpeye-awesome-mcp-servers","shared_categories":[]},{"slug":"github-github-mcp-server","name":"github-mcp-server","tagline":"GitHub's official MCP Server","github_url":"https://github.com/github/github-mcp-server","owner":"github","repo":"github-mcp-server","owner_avatar_url":"https://avatars.githubusercontent.com/u/9919?v=4","primary_language":"Go","stars":33070,"forks":5005,"topics":["github","mcp","mcp-server"],"archived":false,"github_pushed_at":"2026-09-16T10:53:57+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/github-github-mcp-server","markdown_url":"https://www.graphcanon.com/tools/github-github-mcp-server.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/github-github-mcp-server","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=github-github-mcp-server","shared_categories":[]},{"slug":"mcp-use-mcp-use","name":"mcp-use","tagline":"MCP framework for AI Agents development","github_url":"https://github.com/mcp-use/mcp-use","owner":"mcp-use","repo":"mcp-use","owner_avatar_url":"https://avatars.githubusercontent.com/u/207005519?v=4","primary_language":"TypeScript","stars":10654,"forks":1467,"topics":["agent-plugins","agentic-framework","ai","apps-sdk","chatgpt","claude-code","claude-connectors","llms","mcp","mcp-apps","mcp-client","mcp-gateway","mcp-inspector","mcp-server","mcp-servers","mcp-tools","mcp-ui","model-context-protocol","modelcontextprotocol","skills"],"archived":false,"github_pushed_at":"2026-09-18T23:57:03+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/mcp-use-mcp-use","markdown_url":"https://www.graphcanon.com/tools/mcp-use-mcp-use.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mcp-use-mcp-use","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mcp-use-mcp-use","shared_categories":[]},{"slug":"awslabs-mcp","name":"mcp","tagline":"Open source MCP Servers for AWS","github_url":"https://github.com/awslabs/mcp","owner":"awslabs","repo":"mcp","owner_avatar_url":"https://avatars.githubusercontent.com/u/3299148?v=4","primary_language":"Python","stars":9711,"forks":1767,"topics":["aws","mcp","mcp-client","mcp-clients","mcp-host","mcp-server","mcp-servers","mcp-tools","modelcontextprotocol"],"archived":false,"github_pushed_at":"2026-09-19T07:48:16+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/awslabs-mcp","markdown_url":"https://www.graphcanon.com/tools/awslabs-mcp.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/awslabs-mcp","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=awslabs-mcp","shared_categories":[]},{"slug":"firecrawl-firecrawl-mcp-server","name":"firecrawl-mcp-server","tagline":"Adding web scraping and search capabilities to LLM clients like Cursor and Claude","github_url":"https://github.com/firecrawl/firecrawl-mcp-server","owner":"firecrawl","repo":"firecrawl-mcp-server","owner_avatar_url":"https://avatars.githubusercontent.com/u/135057108?v=4","primary_language":"TypeScript","stars":7489,"forks":891,"topics":["batch-processing","claude","content-extraction","data-collection","firecrawl","firecrawl-ai","javascript-rendering","llm-tools","mcp","mcp-server","model-context-protocol","search-api","web-crawler","web-scraping"],"archived":false,"github_pushed_at":"2026-09-20T03:03:54+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/firecrawl-firecrawl-mcp-server","markdown_url":"https://www.graphcanon.com/tools/firecrawl-firecrawl-mcp-server.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/firecrawl-firecrawl-mcp-server","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=firecrawl-firecrawl-mcp-server","shared_categories":[]},{"slug":"appcypher-awesome-mcp-servers","name":"awesome-mcp-servers","tagline":"A curated list of Model Context Protocol servers","github_url":"https://github.com/appcypher/awesome-mcp-servers","owner":"appcypher","repo":"awesome-mcp-servers","owner_avatar_url":"https://avatars.githubusercontent.com/u/20358651?v=4","primary_language":null,"stars":5774,"forks":2404,"topics":["ai","anthropic-claude","awesome","context","mcp","model-context-protocol","servers","tool-use","tools"],"archived":true,"github_pushed_at":"2026-05-06T08:04:35+00:00","maintenance_label":"Archived","url":"https://www.graphcanon.com/tools/appcypher-awesome-mcp-servers","markdown_url":"https://www.graphcanon.com/tools/appcypher-awesome-mcp-servers.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/appcypher-awesome-mcp-servers","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=appcypher-awesome-mcp-servers","shared_categories":["model-training"]},{"slug":"exa-labs-exa-mcp-server","name":"exa-mcp-server","tagline":"Platform for web search and crawling using Model Context Protocol.","github_url":"https://github.com/exa-labs/exa-mcp-server","owner":"exa-labs","repo":"exa-mcp-server","owner_avatar_url":"https://avatars.githubusercontent.com/u/77906174?v=4","primary_language":"TypeScript","stars":5032,"forks":394,"topics":["code-search","codesearch","crawling","mcp","mcp-server","model-context-protocol","web-search","websearch"],"archived":false,"github_pushed_at":"2026-08-21T04:44:51+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/exa-labs-exa-mcp-server","markdown_url":"https://www.graphcanon.com/tools/exa-labs-exa-mcp-server.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/exa-labs-exa-mcp-server","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=exa-labs-exa-mcp-server","shared_categories":[]},{"slug":"ibm-mcp-context-forge","name":"mcp-context-forge","tagline":"AI Gateway and registry for MCP, A2A, REST/gRPC APIs","github_url":"https://github.com/IBM/mcp-context-forge","owner":"IBM","repo":"mcp-context-forge","owner_avatar_url":"https://avatars.githubusercontent.com/u/1459110?v=4","primary_language":"Python","stars":4502,"forks":877,"topics":["agents","ai","api-gateway","asyncio","authentication-middleware","devops","docker","fastapi","federation","gateway","generative-ai","jwt","kubernetes","llm-agents","mcp","model-context-protocol","observability","prompt-engineering","python","tools"],"archived":false,"github_pushed_at":"2026-09-19T19:30:11+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/ibm-mcp-context-forge","markdown_url":"https://www.graphcanon.com/tools/ibm-mcp-context-forge.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ibm-mcp-context-forge","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ibm-mcp-context-forge","shared_categories":[]},{"slug":"bethington-ghidra-mcp","name":"ghidra-mcp","tagline":"Ghidra MCP Server for AI-powered reverse engineering with over 200 tools","github_url":"https://github.com/bethington/ghidra-mcp","owner":"bethington","repo":"ghidra-mcp","owner_avatar_url":"https://avatars.githubusercontent.com/u/5455441?v=4","primary_language":"Java","stars":3916,"forks":148,"topics":["ai","binary-analysis","ghidra","ghidra-extension","java","mcp","mcp-server","model-context-protocol","python","reverse-engineering","static-analysis"],"archived":false,"github_pushed_at":"2026-09-19T02:34:42+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/bethington-ghidra-mcp","markdown_url":"https://www.graphcanon.com/tools/bethington-ghidra-mcp.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/bethington-ghidra-mcp","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=bethington-ghidra-mcp","shared_categories":[]},{"slug":"jgravelle-jcodemunch-mcp","name":"jcodemunch-mcp","tagline":"Cut AI token costs 95%+ on code exploration through precise symbol-level GitHub code retrieval","github_url":"https://github.com/jgravelle/jcodemunch-mcp","owner":"jgravelle","repo":"jcodemunch-mcp","owner_avatar_url":"https://avatars.githubusercontent.com/u/3400540?v=4","primary_language":"Python","stars":2700,"forks":370,"topics":["ai-coding","ast","claude","claude-code","cline","code-intelligence","codex","context-window","copilot","cursor","developer-tools","gemini-cli","llm","mcp","mcp-server","model-context-protocol","opencode","token-optimization","tree-sitter","windsurf"],"archived":false,"github_pushed_at":"2026-09-20T03:29:10+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/jgravelle-jcodemunch-mcp","markdown_url":"https://www.graphcanon.com/tools/jgravelle-jcodemunch-mcp.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/jgravelle-jcodemunch-mcp","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=jgravelle-jcodemunch-mcp","shared_categories":[]},{"slug":"ravitemer-mcphub-nvim","name":"mcphub.nvim","tagline":"An MCP client for Neovim integrating MCP servers into editing workflow","github_url":"https://github.com/ravitemer/mcphub.nvim","owner":"ravitemer","repo":"mcphub.nvim","owner_avatar_url":"https://avatars.githubusercontent.com/u/80028678?v=4","primary_language":"Lua","stars":1787,"forks":94,"topics":["avante","chatgpt","chatplugin","claude-ai","codecompanion","llm","mcp","mcp-client","mcp-hub","mcp-server","mcp-servers","model-context-protocol","neovim","neovim-plugin","nvim","nvim-plugin"],"archived":false,"github_pushed_at":"2026-01-18T10:00:29+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/ravitemer-mcphub-nvim","markdown_url":"https://www.graphcanon.com/tools/ravitemer-mcphub-nvim.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ravitemer-mcphub-nvim","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ravitemer-mcphub-nvim","shared_categories":[]},{"slug":"isaacphi-mcp-language-server","name":"mcp-language-server","tagline":"Provides MCP enabled clients with semantic tools for code understanding and manipulation","github_url":"https://github.com/isaacphi/mcp-language-server","owner":"isaacphi","repo":"mcp-language-server","owner_avatar_url":"https://avatars.githubusercontent.com/u/3385849?v=4","primary_language":"Go","stars":1595,"forks":146,"topics":["ai","language-server-protocol","mcp","mcp-server","model-context-protocol"],"archived":false,"github_pushed_at":"2026-03-01T23:27:09+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/isaacphi-mcp-language-server","markdown_url":"https://www.graphcanon.com/tools/isaacphi-mcp-language-server.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/isaacphi-mcp-language-server","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=isaacphi-mcp-language-server","shared_categories":[]}]}}