Awesome MCP Hub

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)
• Community Directory
  • Code Analysis & Intelligence
  • Version Control & Git
  • Code Execution & Sandboxes
  • Databases (SQL)
  • Databases (NoSQL & Key-Value)
  • Vector Databases & RAG
  • Web Browsing & Scraping
  • Search Engines
  • API Integration
  • Cloud Platforms (AWS)
  • Cloud Platforms (GCP)
  • Cloud Platforms (Azure)
  • Containers & Orchestration
  • CI/CD & DevOps
  • Messaging & Communication
  • Project Management
  • Documents & Notes
  • Email & Calendar
  • AI & LLM Tools
  • Knowledge & Memory
  • Shell & Terminal
  • System Monitoring
  • Desktop Automation
  • Finance & Crypto
  • Social Media
  • CMS & Publishing
  • Design & Visualization
  • Security
  • Maps & Location
  • Science & Research
  • Media & Entertainment
  • Translation & Language
  • Other Tools
• MCP Clients
• Getting Started Guide
• 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. 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
mcp_code_executor	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 into MCP tools	See repo	JV
postmancer	Postman/Insomnia replacement — manage API collections via MCP	See repo	TS

Cloud Platforms (AWS)

Server	Description	Install	Lang	Difficulty
AWS KB Retrieval	Official — AWS Knowledge Base retrieval	See repo	TS
AWS EC2 Pricing	Up-to-date EC2 pricing info	See repo	TS

Cloud Platforms (GCP)

Server	Description	Install	Lang	Difficulty
BigQuery	Google BigQuery integration	See repo	PY
Google Drive	Official — Google Drive file access	npx @modelcontextprotocol/server-gdrive	TS
Google Maps	Official — Google Maps API	npx @modelcontextprotocol/server-google-maps	TS

Cloud Platforms (Azure)

Server	Description	Install	Lang	Difficulty
Azure	Official — Azure resource management	See repo	PY

Containers & Orchestration

Server	Description	Install	Lang	Difficulty
Docker	Manage containers, images, volumes, networks	See repo	PY
Docker Hub	Official — Docker Hub repos, search, hardened images	See repo	TS
Kubernetes	Container management and operations	See repo	GO

CI/CD & DevOps

Server	Description	Install	Lang	Difficulty
Buildkite	Official — pipelines, builds, diagnostics	See repo	GO
CircleCI	Fix build failures from CircleCI	See repo	TS
Jenkins	21 tools for Jenkins CI/CD management	See repo	PY
Terraform	Manage Terraform environments via AI	See repo	RS

Messaging & Communication

Server	Description	Install	Lang	Difficulty
Discord	Discord server interaction	See repo	PY
Slack	Official — channels, messaging, search	npx @modelcontextprotocol/server-slack	TS
Telegram	Telegram bot interaction	See repo	TS

Project Management

Server	Description	Install	Lang	Difficulty
Jira	Atlassian Jira Cloud integration	See repo	TS
Linear	Official — issue tracking, project management	npx @linear/mcp-server	TS
Sentry	Error tracking and debugging	See repo	PY
Todoist	Todoist task management	See repo	TS

Documents & Notes

Server	Description	Install	Lang	Difficulty
Confluence	Atlassian Confluence spaces and pages	See repo	TS
Notion	Official — Notion pages and databases	npx @notionhq/notion-mcp-server	TS
Obsidian	Read and search Obsidian vault	npx mcp-obsidian	TS

Email & Calendar

Server	Description	Install	Lang	Difficulty
Apple Calendar	macOS Calendar interaction via natural language	See repo	TS
CalDAV	CalDAV calendar operations	See repo	PY
Gmail / Google	Gmail integration	See repo	TS

AI & LLM Tools

Server	Description	Install	Lang	Difficulty
any-chat-completions	Chat with any OpenAI-compatible API	See repo	TS
Context7	Up-to-date library documentation for AI	npx context7	TS
Sequential Thinking	Official — step-by-step reasoning chains	npx @modelcontextprotocol/server-sequential-thinking	TS

Knowledge & Memory

Server	Description	Install	Lang	Difficulty
cognee-mcp	GraphRAG memory with customizable ingestion	See repo	PY
memory	Official — persistent knowledge graph	npx @modelcontextprotocol/server-memory	TS
memora	Persistent memory with graph visualization and cloud sync	See repo	PY

Shell & Terminal

Server	Description	Install	Lang	Difficulty
commands	Run commands and scripts, just like in a terminal	See repo	TS
Console Automation	AI-driven console automation with 40 tools	See repo	TS

System Monitoring

Server	Description	Install	Lang	Difficulty
Netdata	Full observability — metrics, logs, containers, processes	See repo	—
PostHog	Official — analytics, feature flags, error tracking	See repo	TS

Desktop Automation

Server	Description	Install	Lang	Difficulty
Apple Script	Run AppleScript to control anything on Mac	See repo	TS
DroidMind	Android device control, debugging, UI automation	See repo	PY
iOS Simulator	Control iOS simulators via natural language	See repo	TS

Finance & Crypto

Server	Description	Install	Lang	Difficulty
Algorand	40+ tools for Algorand blockchain	See repo	TS
CoinMarketCap	Complete CoinMarketCap API	See repo	TS
yfinance-mcp	Yahoo Finance data	See repo	PY

Social Media

Server	Description	Install	Lang	Difficulty
Bluesky	Query and search Bluesky feeds and posts	See repo	TS
Reddit	Reddit browsing and search	See repo	PY
Twitter/X	Twitter/X interaction	See repo	TS

CMS & Publishing

Server	Description	Install	Lang	Difficulty
Contentful	Read/update/publish Contentful content	See repo	TS
WordPress	WordPress site management	See repo	TS

Design & Visualization

Server	Description	Install	Lang	Difficulty
AntV Chart	Generate 15+ chart types	See repo	TS
Figma	Direct Figma data access for coding agents	See repo	TS
mindpilot-mcp	Visualize code/architecture as Mermaid diagrams	See repo	TS

Security

Server	Description	Install	Lang	Difficulty
BloodHound-MCP	Active Directory attack path analysis	See repo	PY
Conan	Official — C/C++ dependency management, vulnerability scanning	See repo	PY
mcp-recon	Domain reconnaissance and security header inspection	See repo	GO

Maps & Location

Server	Description	Install	Lang	Difficulty
Google Maps	Official — Google Maps places, directions, geocoding	npx @modelcontextprotocol/server-google-maps	TS

Science & Research

Server	Description	Install	Lang	Difficulty
arXiv API	Interact with arXiv API for papers	See repo	PY
arxiv-latex-mcp	Fetch arXiv LaTeX sources for precise math	See repo	PY

Media & Entertainment

Server	Description	Install	Lang	Difficulty
Ableton Live	Control Ableton Live music production	See repo	PY
Audius	Stream music, interact with fans on Audius	See repo	TS
YouTube	YouTube video data and transcripts	See repo	TS

Translation & Language

Server	Description	Install	Lang	Difficulty
DeepL	DeepL translation API	See repo	TS

Other Tools

Server	Description	Install	Lang	Difficulty
filesystem	Official — local file read/write with security boundaries	npx @modelcontextprotocol/server-filesystem	TS
time-node-mcp	Timezone-aware date and time operations	See repo	TS
website-downloader	Download entire websites using wget	See repo	TS

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:computer: MCP Clients

Major Clients

Client	Type	Platform	Transport	MCP Support
Claude Desktop	Desktop App	macOS, Windows	stdio	Full (native)
Claude Code	CLI Agent	Cross-platform	stdio	Full (native)
Cursor	IDE	macOS, Windows, Linux	stdio	Full
Windsurf	IDE	macOS, Windows, Linux	stdio	Full
Continue	IDE Extension	VS Code, JetBrains	stdio	Full
Cline	VS Code Extension	VS Code	stdio	Full
Zed	Editor	macOS, Linux	stdio	Growing
Roo Code	VS Code Extension	VS Code	stdio	Full
GitHub Copilot	IDE Extension	VS Code	stdio	Growing
Augment Code	IDE Extension	VS Code	stdio	Growing
Trae	IDE	macOS, Windows	stdio	Growing

Development & Testing

Client	Type	Description
MCP Inspector	Dev Tool	Official debugging and testing tool for MCP servers
Smithery	Web Platform	MCP server registry + testing playground
Glama	Web Platform	MCP server directory and playground
ChatMCP	Desktop App	Purpose-built MCP chat client

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:rocket: Getting Started

New to MCP? Start here:

1. Pick a client — Claude Desktop or Claude Code are the easiest to start with
2. Install a server — Start with filesystem (universal) or memory (persistent context):

   npx @modelcontextprotocol/server-filesystem
   

3. Configure — Add the server to your client's config file
4. Use it — The AI agent now has access to the server's tools

Recommended First Servers

If you want to...	Install this	Command
Let AI read/write files	filesystem	npx @modelcontextprotocol/server-filesystem
Let AI search the web	Brave Search	npx @modelcontextprotocol/server-brave-search
Let AI remember things	memory	npx @modelcontextprotocol/server-memory
Let AI understand your code	CodeXRay	npx codexray
Let AI use GitHub	GitHub	npx @modelcontextprotocol/server-github
Let AI browse websites	Puppeteer	npx @modelcontextprotocol/server-puppeteer

Configuration Example (Claude Desktop)

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/dir"]
    },
    "memory": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-memory"]
    },
    "brave-search": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-brave-search"],
      "env": {
        "BRAVE_API_KEY": "your-api-key-here"
      }
    }
  }
}

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:handshake: Contributing

We welcome contributions! See CONTRIBUTING.md for details.

• Add a server — Submit a pull request to the Community Directory
• Nominate for Editor's Picks — Open an issue
• Report problems — Report broken links or outdated info
• Improve descriptions — PRs welcome for better/accurate descriptions

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Contributors

NeuralRays Creator & Curator

License

MIT

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Report a Problem  ·  Submit a Server  ·  Nominate for Editor's Picks  ·  Contribute

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