Awesome Mcp Hub

Awesome MCP Hub

[](https://awesome.re) [](https://opensource.org/licenses/MIT) [](https://github.com/NeuralRays/awesome-mcp-hub/pulls) [](https://modelcontextprotocol.io/) [](https://github.com/NeuralRays/awesome-mcp-hub/commits/main)

> The curated, comprehensive directory of MCP servers and clients — with quality reviews, compatibility info, and difficulty ratings.

Model Context Protocol (MCP) is an open standard that lets AI assistants connect to external tools, data sources, and services. This hub helps you find the right MCP servers for your workflow.

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What Makes This Different

| Feature | Other Lists | Awesome MCP Hub | |---------|------------|-----------------| | Quality reviews | No — everything listed equally | Editor's Picks with pros/cons | | Client compatibility | No — "does it work with Cursor?" unknown | Compatibility matrix for every server | | Setup difficulty | No — beginners can't tell easy from hard | Difficulty ratings (Easy/Medium/Advanced) | | Comparison tables | No — hard to choose between similar servers | Side-by-side comparisons within categories | | Maintenance status | No — abandoned servers mixed with active ones | Active/Maintained/Stale indicators |

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Legend

Difficulty: | Badge | Meaning | |-------|---------| | | One command setup, no API keys needed | | | Requires API keys or configuration | | | Requires infrastructure (Docker, databases, cloud) |

Language: | Icon | Language | |------|----------| | TS | TypeScript/JavaScript | | PY | Python | | GO | Go | | RS | Rust | | JV | Java/Kotlin | | CS | C# |

Client Compatibility: | Icon | Client | |------|--------| | CD | Claude Desktop | | CC | Claude Code | | CU | Cursor | | WS | Windsurf | | CN | Continue | | CL | Cline |

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Table of Contents

• [Editor's Picks (Curated)](#-editors-picks)
• [Community Directory](#-community-directory)
• [Code Analysis & Intelligence](#code-analysis--intelligence)
• [Version Control & Git](#version-control--git)
• [Code Execution & Sandboxes](#code-execution--sandboxes)
• [Databases (SQL)](#databases-sql)
• [Databases (NoSQL & Key-Value)](#databases-nosql--key-value)
• [Vector Databases & RAG](#vector-databases--rag)
• [Web Browsing & Scraping](#web-browsing--scraping)
• [Search Engines](#search-engines)
• [API Integration](#api-integration)
• [Cloud Platforms (AWS)](#cloud-platforms-aws)
• [Cloud Platforms (GCP)](#cloud-platforms-gcp)
• [Cloud Platforms (Azure)](#cloud-platforms-azure)
• [Containers & Orchestration](#containers--orchestration)
• [CI/CD & DevOps](#cicd--devops)
• [Messaging & Communication](#messaging--communication)
• [Project Management](#project-management)
• [Documents & Notes](#documents--notes)
• [Email & Calendar](#email--calendar)
• [AI & LLM Tools](#ai--llm-tools)
• [Knowledge & Memory](#knowledge--memory)
• [Shell & Terminal](#shell--terminal)
• [System Monitoring](#system-monitoring)
• [Desktop Automation](#desktop-automation)
• [Finance & Crypto](#finance--crypto)
• [Social Media](#social-media)
• [CMS & Publishing](#cms--publishing)
• [Design & Visualization](#design--visualization)
• [Security](#security)
• [Maps & Location](#maps--location)
• [Science & Research](#science--research)
• [Media & Entertainment](#media--entertainment)
• [Translation & Language](#translation--language)
• [Other Tools](#other-tools)
• [MCP Clients](#-mcp-clients)
• [Getting Started Guide](#-getting-started)
• [Contributing](#-contributing)

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:star2: Editor's Picks

Hand-picked servers tested for quality, reliability, and usefulness. Each has been personally reviewed.

:trophy: Best Overall

| Server | What It Does | Install | Difficulty | Clients | Why It's Picked | |--------|-------------|---------|------------|---------|----------------| | filesystem | Read/write local files with security boundaries | npx @modelcontextprotocol/server-filesystem | | CD CC CU WS CN CL | Universal — every AI workflow needs file access. Official reference server. | | GitHub | Repos, issues, PRs, code search | npx @modelcontextprotocol/server-github | | CD CC CU WS CN CL | Essential for any dev workflow. Needs GITHUB_TOKEN. | | Brave Search | Web + local search via Brave API | npx @modelcontextprotocol/server-brave-search | | CD CC CU WS CN CL | Best free web search MCP. 2000 free queries/month. | | PostgreSQL | Query PostgreSQL databases | npx @modelcontextprotocol/server-postgres | | CD CC CU WS CN CL | Rock-solid database access. Read-only by default (safe). | | memory | Persistent knowledge graph for context | npx @modelcontextprotocol/server-memory | | CD CC CU WS CN CL | AI agents that remember across sessions. Zero config. |

:fire: Best for Developers

| Server | What It Does | Install | Difficulty | Clients | Why It's Picked | |--------|-------------|---------|------------|---------|----------------| | CodeXRay | 16-tool semantic code intelligence — knowledge graph, TF-IDF search, call graphs, dead code, impact analysis | npx codexray | | CD CC CU WS | Saves 30%+ tokens. One codexray_context call replaces 5-10 file reads. 15 languages. | | Context7 | Up-to-date library docs for any framework | npx context7 | | CD CC CU WS CN CL | No more outdated docs. AI gets current React/Next.js/etc docs on demand. | | Puppeteer | Browser automation, screenshots, scraping | npx @modelcontextprotocol/server-puppeteer | | CD CC CU WS CN CL | Official reference server. Headless Chrome for AI agents. | | Sequential Thinking | Step-by-step reasoning and thought chains | npx @modelcontextprotocol/server-sequential-thinking | | CD CC CU WS CN CL | Makes AI reason more carefully through complex problems. | | E2B Code Interpreter | Sandboxed code execution in cloud | npx @e2b/mcp-server | | CD CC CU WS CN | Safe code execution without touching your machine. Needs API key. |

:zap: Best for Productivity

| Server | What It Does | Install | Difficulty | Clients | Why It's Picked | |--------|-------------|---------|------------|---------|----------------| | Notion | Read/write Notion pages, databases | npx @notionhq/notion-mcp-server | | CD CC CU WS CN CL | Official server from Notion. Full workspace access. | | Slack | Channel management, messaging, search | npx @modelcontextprotocol/server-slack | | CD CC CU WS CN CL | Official reference. Full Slack workspace integration. | | Linear | Issue tracking, project management | npx @linear/mcp-server | | CD CC CU WS CN | Official server. Manage issues and projects with AI. | | Google Drive | Search and access Google Drive files | npx @modelcontextprotocol/server-gdrive | | CD CC CU WS CN CL | Official reference. OAuth setup required. | | Obsidian | Read/search Obsidian vault notes | npx mcp-obsidian | | CD CC CU WS CN | Bridge your knowledge base to AI. Local vault access. |

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:books: Community Directory

Open to all submissions via [pull request](CONTRIBUTING.md). Sorted alphabetically within each category.

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Code Analysis & Intelligence

Tools for understanding, searching, and analyzing codebases.

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | code-context-provider-mcp | Code context and analysis via WebAssembly tree-sitter | npx code-context-provider-mcp | TS | | | CodeLogic | Code dependency analytics and architectural risk analysis | See repo | PY | | | CodeXRay | 16-tool semantic code intelligence with knowledge graph, TF-IDF, call graphs, dead code, impact analysis | npx codexray | TS | | | FileScopeMCP | Codebase analysis via dependency relationships and importance scoring | See repo | PY | | | javalens-mcp | 56 semantic Java analysis tools via Eclipse JDT | See repo | JV | | | mcp-gopls | Go Language Server Protocol (gopls) integration | See repo | GO | | | react-analyzer-mcp | Analyze React code, generate docs/llm.txt for whole projects | npx react-analyzer-mcp | TS | | | sharplens-mcp | 58 semantic C#/.NET analysis tools via Roslyn | See repo | CS | |

Version Control & Git

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | git-mcp | Connect to ANY GitHub repo for documentation via gitmcp.io | Remote URL | TS | | | GitHub | Official — repos, issues, PRs, code search | npx @modelcontextprotocol/server-github | TS | | | GitLab | Official — GitLab API integration | npx @modelcontextprotocol/server-gitlab | TS | | | gitingest-mcp | Convert any Git repo into a text digest | See repo | PY | | | GitKraken | Official — GitKraken, Jira, GitHub, GitLab integration via gk mcp | gk mcp | GO | | | mcp-gitlab-jira | Unified GitLab and Jira server | See repo | TS | |

Code Execution & Sandboxes

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | code-sandbox-mcp | Secure code execution in Docker containers | See repo | TS | | | E2B Code Interpreter | Sandboxed code execution in cloud | npx @e2b/mcp-server | TS | | | mcp-code-runner | Run code locally via Docker, multiple languages | See repo | TS | | | mcpcodeexecutor | Execute Python in Conda environments | See repo | PY | |

Databases (SQL)

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | CockroachDB | CockroachDB management and querying | See repo | PY | | | dbhub | Universal database server supporting mainstream databases | npx dbhub | TS | | | MySQL | MySQL database integration | See repo | TS | | | Neon | Serverless Postgres via Neon | npx @neondatabase/mcp-server-neon | TS | | | PostgreSQL | Official — PostgreSQL querying | npx @modelcontextprotocol/server-postgres | TS | | | SQLite | Official — Local SQLite database | npx @modelcontextprotocol/server-sqlite | TS | |

Databases (NoSQL & Key-Value)

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | ArangoDB | ArangoDB graph database interaction | See repo | PY | | | MongoDB | MongoDB database interaction | See repo | TS | | | Neo4j | Neo4j graph database with knowledge graph memory | See repo | PY | | | Redis / Upstash | Serverless Redis via Upstash | See repo | TS | |

Vector Databases & RAG

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | ChromaDB | ChromaDB vector database | See repo | PY | | | local-faiss-mcp | Local FAISS vector DB with document ingestion and semantic search | See repo | PY | | | Pinecone | Pinecone vector database | See repo | TS | | | Qdrant | Qdrant vector database search | See repo | PY | |

Web Browsing & Scraping

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | Browser MCP | Automate your local browser | See repo | TS | | | Browserbase | Cloud browser automation | See repo | TS | | | fetch | Official — HTTP requests and web content fetching | npx @modelcontextprotocol/server-fetch | TS | | | Firecrawl | Advanced web scraping with LLM-ready markdown output | See repo | TS | | | Playwright | Browser automation via Playwright | See repo | TS | | | Puppeteer | Official — Headless Chrome browser automation | npx @modelcontextprotocol/server-puppeteer | TS | |

Search Engines

Comparison:

| Feature | Brave Search | Tavily | Exa | SearXNG | |---------|-------------|--------|-----|---------| | Free tier | 2,000/mo | 1,000/mo | 1,000/mo | Unlimited (self-host) | | API key needed | Yes | Yes | Yes | No (self-host) | | AI-optimized results | No | Yes | Yes | No | | Local search | Yes | No | No | Configurable | | Setup difficulty | Medium | Medium | Medium | Advanced |

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | Brave Search | Official — Web and local search via Brave API | npx @modelcontextprotocol/server-brave-search | TS | | | Exa | AI-native search engine | See repo | TS | | | SearXNG | Self-hosted meta search engine | See repo | PY | | | Tavily | AI-optimized search with real-time results | See repo | PY | |

API Integration

| Server | Description | Install | Lang | Difficulty | |--------|------------|---------|------|------------| | APIWeaver | Dynamically create MCP servers from web API configs | See repo | TS | | | mcp-openapi | Let LLMs know everything about your OpenAPI specs | See repo | TS | | | openapi-to-mcp | Auto-convert any OpenAPI/Swagger spec in

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Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: NeuralRays
• Source: NeuralRays/awesome-mcp-hub
• License: MIT

Install and usage instructions live in the source repository linked above.