# MCP Skills Hub

> MCP Skills Hub (formerly AI Library) is a directory of Model Context Protocol (MCP)
> servers, Agent Skills and GitHub repositories for AI coding assistants, with
> ready-to-paste setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf,
> Cline and VS Code. Data refreshed daily. Last update: 2026-10-27T16:23:26Z.

Counts: 508 MCP servers, 338 skills, 120 repos.

## Machine-readable data

- [All MCP servers (JSON)](https://mcp-skills-hub.vercel.app/api/mcps): launch config, generated config key, health score, trust signals, credentials and discovered tools (with input schemas) for each server.
- [All skills (JSON)](https://mcp-skills-hub.vercel.app/api/skills)
- [All repos (JSON)](https://mcp-skills-hub.vercel.app/api/repos)
- [OpenAPI description](https://mcp-skills-hub.vercel.app/openapi.json) and [API catalog](https://mcp-skills-hub.vercel.app/.well-known/api-catalog) (RFC 9727).
- [Catalog changes (RSS)](https://mcp-skills-hub.vercel.app/feed.xml): new servers, newly archived ones, star movers.

## Search this directory from your assistant

An MCP server with tools search_mcp_servers, search_skills, search_tools and
get_install_config: `claude mcp add mcp-skills-hub -- npx -y mcp-skills-hub`.
Details: https://mcp-skills-hub.vercel.app/developers

## Guides

- [Best MCP servers](https://mcp-skills-hub.vercel.app/best-mcp-servers): the top servers ranked by health score.
- [How to add an MCP server to Claude Code](https://mcp-skills-hub.vercel.app/clients/claude-code)
- [How to add an MCP server to Claude Desktop](https://mcp-skills-hub.vercel.app/clients/claude-desktop)
- [How to add an MCP server to Cursor](https://mcp-skills-hub.vercel.app/clients/cursor)
- [How to add an MCP server to Codex CLI](https://mcp-skills-hub.vercel.app/clients/codex)
- [How to add an MCP server to Windsurf](https://mcp-skills-hub.vercel.app/clients/windsurf)
- [How to add an MCP server to Cline](https://mcp-skills-hub.vercel.app/clients/cline)
- [How to add an MCP server to VS Code](https://mcp-skills-hub.vercel.app/clients/vscode)
- [Use cases](https://mcp-skills-hub.vercel.app/use-cases): task-oriented guides ("query a database", "browse the web").
- [Health score methodology](https://mcp-skills-hub.vercel.app/health-score): the exact formula and weights.

## Tools

- [Setup builder](https://mcp-skills-hub.vercel.app/setup): select multiple servers, get one merged config per client.
- [Tool search](https://mcp-skills-hub.vercel.app/tools): find a server by the tool it exposes, e.g. "create_issue".
- [Collections](https://mcp-skills-hub.vercel.app/stacks): curated multi-server stacks for common jobs.
- [What's new](https://mcp-skills-hub.vercel.app/whats-new): daily diff of the catalog.
- [Compare](https://mcp-skills-hub.vercel.app/compare): diff servers side by side — pass slugs as /compare?servers=<slug>,<slug>.

## MCP server categories

- [Dev Tools & Git](https://mcp-skills-hub.vercel.app/mcps/category/dev-tools-and-git) — 131 entries
- [AI & Memory](https://mcp-skills-hub.vercel.app/mcps/category/ai-and-memory) — 118 entries
- [Web & Search](https://mcp-skills-hub.vercel.app/mcps/category/web-and-search) — 76 entries
- [Productivity](https://mcp-skills-hub.vercel.app/mcps/category/productivity) — 39 entries
- [Other](https://mcp-skills-hub.vercel.app/mcps/category/other) — 36 entries
- [Databases & Storage](https://mcp-skills-hub.vercel.app/mcps/category/databases-and-storage) — 25 entries
- [Cloud & DevOps](https://mcp-skills-hub.vercel.app/mcps/category/cloud-and-devops) — 21 entries
- [Design & Media](https://mcp-skills-hub.vercel.app/mcps/category/design-and-media) — 18 entries
- [Finance & Data](https://mcp-skills-hub.vercel.app/mcps/category/finance-and-data) — 17 entries
- [Docs & Knowledge](https://mcp-skills-hub.vercel.app/mcps/category/docs-and-knowledge) — 12 entries
- [Legal & Government](https://mcp-skills-hub.vercel.app/mcps/category/legal-and-government) — 6 entries
- [Commerce & Retail](https://mcp-skills-hub.vercel.app/mcps/category/commerce-and-retail) — 5 entries
- [Marketing & Social](https://mcp-skills-hub.vercel.app/mcps/category/marketing-and-social) — 2 entries
- [Health & Science](https://mcp-skills-hub.vercel.app/mcps/category/health-and-science) — 2 entries

## Skill categories

- [Coding & Engineering](https://mcp-skills-hub.vercel.app/skills/category/coding-and-engineering) — 102 entries
- [Automation & Workflow](https://mcp-skills-hub.vercel.app/skills/category/automation-and-workflow) — 90 entries
- [Data & Analysis](https://mcp-skills-hub.vercel.app/skills/category/data-and-analysis) — 53 entries
- [Design & Creative](https://mcp-skills-hub.vercel.app/skills/category/design-and-creative) — 41 entries
- [Documents & Office](https://mcp-skills-hub.vercel.app/skills/category/documents-and-office) — 22 entries
- [Other](https://mcp-skills-hub.vercel.app/skills/category/other) — 21 entries
- [Writing & Content](https://mcp-skills-hub.vercel.app/skills/category/writing-and-content) — 9 entries

## Top MCP servers by health score

- [Codebase Memory](https://mcp-skills-hub.vercel.app/mcps/io-github-deusdata-codebase-memory-mcp): Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. (health A, 99/100)
- [Figma-Context-MCP](https://mcp-skills-hub.vercel.app/mcps/io-github-glips-figma-context-mcp): Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. (health A, 95/100)
- [Azure MCP Server](https://mcp-skills-hub.vercel.app/mcps/com-microsoft-azure): All Azure MCP tools to create a seamless connection between AI agents and Azure services. (health A, 95/100)
- [Supabase](https://mcp-skills-hub.vercel.app/mcps/com-supabase-mcp): MCP server for interacting with the Supabase platform (health A, 95/100)
- [Filesystem](https://mcp-skills-hub.vercel.app/mcps/official-filesystem): Secure file operations with configurable access controls — read, write, search and move files in directories you explicitly allow. (health A, 93/100)
- [Git](https://mcp-skills-hub.vercel.app/mcps/official-git): Read, search and manipulate Git repositories: inspect history and diffs, stage changes and commit from the conversation. (health A, 93/100)
- [Fetch](https://mcp-skills-hub.vercel.app/mcps/official-fetch): Fetch web pages and convert them to markdown for efficient LLM consumption, with chunked reading for long documents. (health A, 93/100)
- [Memory](https://mcp-skills-hub.vercel.app/mcps/official-memory): Knowledge-graph based persistent memory, letting an assistant retain entities, relations and observations across sessions. (health A, 93/100)
- [Sequential Thinking](https://mcp-skills-hub.vercel.app/mcps/official-sequentialthinking): Structured, revisable step-by-step reasoning — lets a model branch, backtrack and refine a plan as it works. (health A, 93/100)
- [Time](https://mcp-skills-hub.vercel.app/mcps/official-time): Current time and timezone conversion, so the assistant stops guessing at dates. (health A, 93/100)
- [exa](https://mcp-skills-hub.vercel.app/mcps/ai-exa-exa): Connect AI agents to Exa for web search, content fetching, and multi-step research. (health A, 93/100)
- [Cloudflare MCP](https://mcp-skills-hub.vercel.app/mcps/com-cloudflare-mcp-mcp): Cloudflare MCP servers (health A, 93/100)
- [Neon](https://mcp-skills-hub.vercel.app/mcps/com-neon-mcp): Official Neon MCP server for managing Neon projects and Lakebase Postgres databases. (health A, 93/100)
- [Tapetide - Indian Stock Market MCP](https://mcp-skills-hub.vercel.app/mcps/com-tapetide-stock-research-mcp): 48 tools for ~8,000 NSE & BSE stocks: quotes, screener, financials, filings, FII/DII, options (health A, 93/100)
- [Agent360 Browser MCP](https://mcp-skills-hub.vercel.app/mcps/io-github-agent360dk-browser-mcp): Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too. (health A, 92/100)

## Most-starred skills

- [superpowers](https://mcp-skills-hub.vercel.app/skills/superpowers): Superpowers teaches Claude brainstorming, subagent driven development with built in code review, systematic debugging, and red/green TDD. Additionally, it…
- [mattpocock skills](https://mcp-skills-hub.vercel.app/skills/mattpocock-skills): Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modelling and more. Plug-and-play, not vibe coding.
- [document skills](https://mcp-skills-hub.vercel.app/skills/document-skills): Collection of document processing suite including Excel, Word, PowerPoint, and PDF capabilities
- [example skills](https://mcp-skills-hub.vercel.app/skills/example-skills): Collection of example skills demonstrating various capabilities including skill creation, MCP building, visual design, algorithmic art, internal…
- [claude api](https://mcp-skills-hub.vercel.app/skills/claude-api): Claude API and SDK documentation skill for building LLM-powered applications
- [academy guide](https://mcp-skills-hub.vercel.app/skills/academy-guide): Recommends relevant Claude Academy courses, tutorials, and use cases when users ask how to use Claude
- [discernment nudge](https://mcp-skills-hub.vercel.app/skills/discernment-nudge): Appends two or three short follow-up questions after a substantive answer to help users check key facts, probe the reasoning, and notice missing context
- [hyperframes](https://mcp-skills-hub.vercel.app/skills/hyperframes): HyperFrames by HeyGen. Write HTML, render video. Compositions, GSAP and runtime adapter animations, captions, voiceovers, audio-reactive visuals, and…
- [chrome devtools mcp](https://mcp-skills-hub.vercel.app/skills/chrome-devtools-mcp): Control and inspect a live Chrome browser from your coding agent. Record performance traces, analyze network requests, check console messages with…
- [agent sdk dev](https://mcp-skills-hub.vercel.app/skills/agent-sdk-dev): Development kit for working with the Claude Agent SDK
- [asana](https://mcp-skills-hub.vercel.app/skills/asana): Asana project management integration. Connects Claude Code to Asana's V2 MCP server to create and manage tasks, search projects, update assignments, and track…
- [clangd lsp](https://mcp-skills-hub.vercel.app/skills/clangd-lsp): C/C++ language server (clangd) for code intelligence
- [claude code setup](https://mcp-skills-hub.vercel.app/skills/claude-code-setup): Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.
- [claude md management](https://mcp-skills-hub.vercel.app/skills/claude-md-management): Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
- [claude security](https://mcp-skills-hub.vercel.app/skills/claude-security): Deep vulnerability scanning of your own code, run entirely inside your Claude Code session at a chosen effort tier, with every finding challenged before it is…

## Most-starred repos

- [morluto/rea](https://mcp-skills-hub.vercel.app/repos/morluto-rea): Reverse engineer anything with agents, from app behavior down to native binaries. (400,074 stars)
- [affaan-m/ECC](https://mcp-skills-hub.vercel.app/repos/affaan-m-ecc): The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode… (291,343 stars)
- [deepseek-ai/deepseek-harness](https://mcp-skills-hub.vercel.app/repos/deepseek-ai-deepseek-harness): DeepSeek Harness: Everything is a Plugin. (264,424 stars)
- [NousResearch/hermes-agent](https://mcp-skills-hub.vercel.app/repos/nousresearch-hermes-agent): The agent that grows with you (257,929 stars)
- [n8n-io/n8n](https://mcp-skills-hub.vercel.app/repos/n8n-io-n8n): Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. (208,853 stars)
- [firecrawl/firecrawl](https://mcp-skills-hub.vercel.app/repos/firecrawl-firecrawl): Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥 (196,247 stars)
- [Significant-Gravitas/AutoGPT](https://mcp-skills-hub.vercel.app/repos/significant-gravitas-autogpt): AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. (187,802 stars)
- [ollama/ollama](https://mcp-skills-hub.vercel.app/repos/ollama-ollama): Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. (185,089 stars)
- [DietrichGebert/ponytail](https://mcp-skills-hub.vercel.app/repos/dietrichgebert-ponytail): Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. (178,657 stars)
- [f/prompts.chat](https://mcp-skills-hub.vercel.app/repos/f-prompts-chat): f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete… (174,907 stars)
- [huggingface/transformers](https://mcp-skills-hub.vercel.app/repos/huggingface-transformers): 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference… (168,269 stars)
- [langgenius/dify](https://mcp-skills-hub.vercel.app/repos/langgenius-dify): Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams… (159,799 stars)
- [Snailclimb/JavaGuide](https://mcp-skills-hub.vercel.app/repos/snailclimb-javaguide): Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 (159,315 stars)
- [open-webui/open-webui](https://mcp-skills-hub.vercel.app/repos/open-webui-open-webui): User-friendly AI Interface (Supports Ollama, OpenAI API, ...) (157,028 stars)
- [farion1231/cc-switch](https://mcp-skills-hub.vercel.app/repos/farion1231-cc-switch): A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io (149,654 stars)