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🔌 Awesome MCP

A carefully curated list of Model Context Protocol (MCP) resources — servers, clients, SDKs, tools and learning materials

Continuously collected · Manually verified · Opinionated curation

Awesome PRs Welcome License: CC0-1.0 Last Updated Stars

Opinionated curation over exhaustive listing. Every entry was reviewed and link-verified. We tell you why each resource matters and when to use it.

MCP at a Glance (March 2026): 🗂️ 17,967 GitHub repos  ·  🌐 1,200+ verified servers  ·  🔧 20+ MCP clients  ·  🏛️ Linux Foundation open standard

🌐 Language / 语言切换：English | 中文

📋 Table of Contents

🏁 What is MCP?

Model Context Protocol (MCP) is an open standard that defines how AI applications (clients) communicate with external data sources and tools (servers).

One-line summary: MCP is the "USB port for AI" — different AI assistants can connect to thousands of tools and data sources through the same standard protocol, without rebuilding integrations for each AI.

Three Core Primitives:

Primitive Description Typical Use
Tools Functions the AI can call that perform actions and return results Execute code, write files, make API calls
Resources Data the AI can read, like files or API responses Read databases, fetch file contents
Prompts Reusable prompt templates provided by servers Standardized task instructions, role templates

Architecture:

MCP Client (Claude Desktop / Cursor / VS Code)
        ↕  JSON-RPC 2.0 (stdio / HTTP SSE / Streamable HTTP)
MCP Server (GitHub MCP / Playwright MCP / your own server...)
        ↕
External System (GitHub API / Browser / Database / Filesystem...)

Why it matters:

  • Model-agnostic: The same MCP server works with Claude, GPT, Gemini, and local models
  • Client-agnostic: The same server supports Claude Desktop, Cursor, VS Code, Cline and more
  • Secure isolation: Servers run in separate processes with explicit access boundaries
  • Ecosystem scale: 17,967 GitHub repos related to MCP (Python 6,013 + TypeScript 5,132 leading)

⏳ Timeline

Nov 2024   ──  Anthropic releases MCP alongside Claude Desktop
               First official reference servers: filesystem, git, memory, fetch, time
               TypeScript SDK and Python SDK launch simultaneously

Early 2025 ──  OpenAI adopts MCP (ChatGPT Connectors built on MCP)
               Google DeepMind follows; Gemini CLI adds native MCP support
               Cursor, Windsurf, VS Code (GitHub Copilot) all integrate MCP

Mid 2025   ──  Official MCP Registry launches
               Java, Kotlin (JetBrains), C# (Microsoft), Rust, Go official SDKs ship
               GitHub topic `mcp` surpasses 10,000 repositories

Dec 2025   ──  MCP donated to Linux Foundation / Agentic AI Foundation
               Becomes vendor-neutral open standard, no longer Anthropic-controlled
               1,200+ servers verified in official registry
               Protocol version: 2025-11-25 (current stable, date-versioned)

Early 2026 ──  Streamable HTTP transport replaces legacy HTTP+SSE as recommended remote transport
               Official Go SDK reaches stable release (co-maintained with Google)
               17,967 GitHub repositories tagged with the MCP topic

🏠 Official Resources

Resource Description
modelcontextprotocol.io Official documentation site — concepts, tutorials, spec, SDK guides
MCP Specification Full protocol specification (current version: 2025-11-25)
modelcontextprotocol/servers Official reference servers + community server index
modelcontextprotocol/inspector Official debugging tool — visually test any MCP server
MCP Official Registry Official server registration and discovery service
MCP GitHub Org All official repos (SDKs, spec, reference servers, tools)
Official Example Server (hosted) Online demo server for testing client implementations
MCP Community Forum Official discussions: questions, RFCs, architecture design

Official Reference Servers (educational use — not recommended for direct production use):

Server Description
filesystem Secure file read/write with configurable access controls
git Read, search, and manipulate Git repositories
memory Knowledge graph-based persistent memory system
fetch Web content fetching, converted to LLM-friendly format
time Time and timezone conversion
sequential-thinking Dynamic problem-solving through sequential thought chains
everything Comprehensive reference/test server covering all MCP capabilities

🧠 Core Concepts Quick Reference

Transport Types

Transport Best For Notes
stdio Local servers Simplest; communicates via stdin/stdout; default for Claude Desktop and Cursor
Streamable HTTP Remote servers Added in spec 2025-11-25; replaces legacy HTTP+SSE; recommended for remote deployments
HTTP+SSE (legacy) Remote servers Legacy remote transport; kept for compatibility; new projects should use Streamable HTTP

Configuration Format

All major clients use the same JSON configuration format — only the file location differs:

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token_here"
      }
    },
    "playwright": {
      "command": "npx",
      "args": ["@playwright/mcp@latest"]
    }
  }
}

Config file locations by client:

Client Config File Path
Claude Desktop (macOS) ~/Library/Application Support/Claude/claude_desktop_config.json
Claude Desktop (Windows) %APPDATA%\Claude\claude_desktop_config.json
Cursor Project-level .cursor/mcp.json or global ~/.cursor/mcp.json
Windsurf Settings → Cascade → Model Context Protocol Servers
VS Code Workspace .vscode/mcp.json or user settings
Claude Code mcpServers field in ~/.claude.json

📦 Official SDKs

Official SDKs are ranked by completeness, spec compliance, and maintenance commitment. Below are Tier 1 (full support):

SDK Language GitHub Maintainer Notes
TypeScript SDK TypeScript / Node.js / Deno / Bun typescript-sdk Anthropic Reference implementation, most complete; supports Express, Hono, Node.js HTTP middleware
Python SDK Python python-sdk Anthropic Fully featured; pair with FastMCP to simplify development
Kotlin SDK Kotlin Multiplatform (JVM/Native/JS/Wasm) kotlin-sdk Anthropic × JetBrains Coroutine-native API; all platform targets
C# SDK .NET csharp-sdk Anthropic × Microsoft First choice for .NET ecosystem
Rust SDK Rust rust-sdk Anthropic Package name rmcp; full implementation of latest spec
Go SDK Go go-sdk Anthropic × Google Stable release late 2025; uses gopls JSON-RPC under the hood
Java SDK Java java-sdk Anthropic Spring Boot / Spring AI ecosystem integration
PHP SDK PHP php-sdk Anthropic PHP ecosystem support

Community SDKs (filling gaps official SDKs don't cover):

SDK Language GitHub Why use it
FastMCP Python jlowin/fastmcp Simplest Python MCP server builder; decorator syntax, minimal boilerplate
mcp-go Go mark3labs/mcp-go Most-used Go community library before the official SDK; depended on by 400+ packages
mcp-framework TypeScript QuantGeekDev/mcp-framework Production-grade TypeScript MCP server framework with CLI scaffolding

🖥️ MCP Clients

One of MCP's core values: configure a server once, use it across all clients.

Code Editors / IDEs

Client Platform MCP Integration Notes
Claude Code macOS / Windows / Linux (terminal) Native built-in Anthropic official CLI; SWE-bench Verified 80.8%; most complete MCP support
Cursor macOS / Windows / Linux Native built-in Most popular AI code editor; simple MCP config; 20+ client install guide
VS Code All platforms GitHub Copilot Agent Mode VS Code 1.109+ natively supports MCP via Copilot Agent mode
Windsurf macOS / Windows / Linux Native (Cascade) By Codeium; from $15/month; VS Code fork
Cline VS Code extension Native built-in Open source, free; any LLM; human-in-the-loop approval per action
Continue.dev VS Code / JetBrains Native built-in Open source AI coding assistant; local and cloud model support
Zed macOS / Linux Experimental Rust-built, ultra-fast; uses ACP protocol (MCP-compatible)

Desktop Chat Clients

Client Platform Notes
Claude Desktop macOS / Windows Official desktop app; most stable MCP client; free tier has usage limits
LibreChat Self-hosted (Docker) Open source multi-model chat client; supports multiple concurrent MCP server connections
Witsy macOS Lightweight AI assistant; keyboard shortcut activation; MCP support
Enconvo macOS 150+ built-in tools + MCP support; workflow automation

Command Line & Automation

Client Notes
Gemini CLI Google official CLI; native MCP support; ideal for scripting and automation workflows
Claude Code CLI Anthropic official CLI; Agent Teams supports multi-agent collaboration
mcp-cli Lightweight CLI for direct interaction with any MCP server; essential for debugging and development

Workflow & No-Code Platforms

Client Notes
n8n Open source workflow automation; 400+ integrations; full MCP support
MindPal No-code multi-agent workflow builder; built-in MCP server connections

🔧 Curated MCP Servers

Key: 🔵 = Official / enterprise-official   ⭐ = Community top pick   🔒 = Requires API key   🆓 = Free / open source

🌐 Browser & Web Automation

The hottest MCP category — giving AI the real ability to browse the web.

Server GitHub Description
⭐ Playwright MCP microsoft/playwright-mcp Most widely used MCP server. Full browser automation — screenshots, clicks, form filling, data extraction. Supports 20+ client install guides (Cursor, VS Code, Claude Desktop, Windsurf, Cline and more)
🔵⭐ Firecrawl MCP mendableai/firecrawl-mcp-server Converts any webpage to clean LLM-friendly Markdown; strips ads, nav bars, clutter. MCP wrapper for Firecrawl (85,000+ GitHub Stars). Has a free tier
🔵 Browserbase MCP browserbase/mcp-server-browserbase Cloud-based headless browser operations (navigation, scraping, form submission); enterprise-grade reliability
🆓 Chrome DevTools MCP ChromeDevTools/chrome-devtools-mcp Connects to a running Chrome instance, controls it via DevTools Protocol; Apache 2.0; completely free
🔵 BrightData MCP brightdata/mcp-server-brightdata Access public web data via BrightData proxy network; anti-bot handling; enterprise-grade data collection
⭐ Fetch MCP zcaceres/fetch-mcp Lightweight web scraping that converts HTML to Markdown; no browser required; ideal for simple pages

📁 File System & Storage

Server GitHub Description
🔵 Filesystem MCP modelcontextprotocol/servers/filesystem Official reference implementation. Secure file read/write with configurable directory access controls. Essential baseline server
🔵 Box MCP box/box-ai-agent-sdk Interact with Box enterprise content management; Box AI powered
⭐ Obsidian MCP cyanheads/obsidian-mcp-server Direct read/write to Obsidian vaults; knowledge base Q&A, note management

🗄️ Databases

Server GitHub Description
⭐ PostgreSQL MCP crystaldba/postgres-mcp Read-only PostgreSQL access; natural language queries; schema exploration
🔵 MCP Toolbox for Databases googleapis/genai-toolbox Google-built; unified MCP interface for 10+ databases: AlloyDB / BigQuery / Bigtable / Cloud SQL / MySQL / Neo4j / PostgreSQL / Spanner and more
🔵 Cloudflare D1 MCP Cloudflare official Natural language operations on Cloudflare D1 serverless SQLite databases
⭐ Chroma MCP chroma-core/chroma-mcp Vector search, embedding storage, full-text retrieval; essential for RAG applications
🔵 Memgraph MCP Official Graph database queries; knowledge graph operations
🔵 Couchbase MCP Official Natural language interaction with Couchbase clusters

💻 Developer Tools & Code

Server GitHub Description
🔵⭐ GitHub MCP github/github-mcp-server GitHub official MCP. Repo management, Issues, PR reviews, code search — all via conversation
🔵 Azure DevOps MCP microsoft/azure-devops-mcp Microsoft official; full Azure DevOps operations (Pipelines, Repos, Boards, Artifacts)
🔵 Azure MCP azure/azure-mcp Microsoft official comprehensive Azure MCP: Storage, Cosmos DB, App Service, Monitor and 41+ tools
🔵 Cloudflare MCP cloudflare/mcp-server-cloudflare Deploy and manage Cloudflare Workers / KV / R2 / D1 / AI Gateway
🔵 Buildkite MCP Official AI interface for CI/CD pipelines, build data, and test results
🔵 JFrog MCP Official JFrog Platform API: artifact management, build tracing, release lifecycle
⭐ Context7 MCP upstash/context7 Developer essential. Automatically fetches the latest official docs for any library/framework and injects them into AI context — permanently solves AI hallucinating APIs. Supports 20+ clients, 20M+ monthly calls
⭐ Git MCP modelcontextprotocol/servers/git Official Git tools; read history, search commits, manage branches
🔵 Sentry MCP getsentry/sentry-mcp Query Sentry errors, analyze stack traces, create issues — AI-assisted debugging
⭐ PAIML MCP Agent Toolkit paiml/mcp-agent-toolkit Zero-config AI context generation; Rust/Deno/Python scaffolding; hybrid neuro-symbolic code analysis

💬 Communication & Collaboration

Server GitHub Description
🔵 Slack MCP mcp.slack.com Slack official MCP; send messages, manage channels, search workspace
🔵 Gmail MCP gmail.mcp.claude.com Google official Gmail MCP; read/write emails, search, manage labels
🔵 Google Calendar MCP gcal.mcp.claude.com Calendar management; create/update/delete events; check availability
🔵 Microsoft 365 MCP microsoft/mcp Microsoft official suite: email, calendar, Teams, SharePoint, M365 Copilot search
🔵 Linear MCP Linear official Create and manage Linear issues; essential for engineering team project tracking
🔵 Notion MCP Notion official Read/write Notion databases and pages; knowledge base management
🔵 Atlassian MCP Atlassian official Jira Issues + Confluence docs; enterprise engineering workflow management
🔵 Dart MCP Official Task, document, and project operations for Dart (AI-native project management tool)

☁️ Cloud & Infrastructure

Server GitHub Description
🔵 AWS MCP awslabs/mcp AWS official MCP server suite: EC2, S3, Lambda, DynamoDB, CloudWatch and more
🔵 Azure MCP azure/azure-mcp See Developer Tools section above
🔵 Kubernetes MCP metoro-io/metoro-mcp-server AI-driven Kubernetes cluster operations; query Pod, Deployment, Service status
🔵 Vercel MCP vercel/mcp-adapter Deploy to Vercel; manage Deployments, Environment Variables
🔵 Algolia MCP Official AI agent management and querying of Algolia search indexes
🔵 EdgeOne Pages MCP Tencent official Deploy HTML content to EdgeOne Pages and get a publicly accessible URL

🔍 Search & Information Retrieval

Server GitHub Description
🔵 Brave Search MCP brave/brave-search-mcp-server Brave official MCP; web and local search; privacy-first. Has a free tier
🔵 Kagi MCP kagisearch/kagimcp Kagi Search API; high-quality, ad-free results
🔵 Meilisearch MCP meilisearch/meilisearch-mcp Interact with Meilisearch full-text + semantic search engine
🔵 Tavily MCP Tavily official Search API designed specifically for AI agents; structured data responses
⭐ Perplexity MCP Community-built Deep web research via Perplexity API

🤖 AI & Machine Learning

Server GitHub Description
🔵 Microsoft Foundry MCP microsoft/mcp Unified access to Azure AI Foundry models, knowledge bases, and evaluation tools
🔵 AgentOps MCP Official AI agent observability and tracing; debug agent behavior, view execution chains
🔵 RAGFlow MCP infiniflow/ragflow Open source RAG engine; combines RAG and agent capabilities; natural language document knowledge base queries
⭐ Memory MCP JamesANZ/memory-mcp Knowledge graph-based persistent memory across conversations

📊 Data & Analytics

Server GitHub Description
🔵 BigQuery MCP Google official (via MCP Toolbox) Natural language queries against Google BigQuery data warehouse
🔵 Dash0 MCP Official Query OpenTelemetry resources, investigate production incidents, analyze Metrics/Logs/Traces
🔵 Comet Opik MCP Official Natural language queries over LLM logs, traces, prompts and telemetry data
🔵 Keboola MCP Official Build data workflows, integration pipelines, and analytics
🔵 Financial Datasets MCP Official Stock market data API designed for AI agents
🔵 CoinGecko MCP Official Crypto price and market data across 200+ blockchains and 8M+ tokens

🏢 Productivity & Workflow

Server GitHub Description
⭐ Composio MCP composio/composio One MCP connecting 1,000+ tools. Salesforce, HubSpot, Trello, Asana, Google Drive and more; managed auth. 27,000+ GitHub Stars
🔵 PandaDoc MCP Official AI-assisted document creation, sending, and management; contract workflow automation
🔵 PayPal MCP Official PayPal official; payment operations, order management
🔵 Mercado Pago MCP Official Mercado Pago official; payment integrations for Latin American markets
🔵 Adfin MCP Official Unified payment platform: invoices, reconciliation, collections end-to-end
⭐ n8n MCP n8n-io/n8n Create and manage n8n workflows via AI; perfect fusion of automation and AI
🔵 Chargebee MCP Official Subscription billing management; SaaS financial operations

🔐 Security & Compliance

Server GitHub Description
🔵 BoostSecurity MCP Official Prevents AI coding agents from introducing vulnerable dependencies, malware, or typosquatted packages
🔵 BrowserStack MCP Official AI-driven browser compatibility testing, accessibility checks, debugging
🔵 Cycode MCP Official SAST, SCA, secret scanning, IaC security checks; full DevSecOps coverage

💰 Finance & Payments

Server GitHub Description
🔵 Stripe MCP stripe/agent-toolkit Stripe official; payments, subscriptions, invoices, refunds
🔵 Alby Bitcoin MCP Official Connect Lightning Network Bitcoin wallet to agents; instant global payments

🛠️ Frameworks & Build Tools

Frameworks for Building MCP Servers Quickly

Framework Language GitHub Description
⭐ FastMCP Python jlowin/fastmcp Most recommended Python framework. Decorator syntax; write an MCP server in a few lines: @mcp.tool(), @mcp.resource(), @mcp.prompt()
⭐ MCP Framework TypeScript QuantGeekDev/mcp-framework TypeScript production framework; CLI scaffolding; convention over configuration
rust-mcp-sdk Rust rust-mcp-stack/rust-mcp-sdk High-performance async Rust toolkit; full implementation of the latest spec (2025-11-25)
mcp-go Go mark3labs/mcp-go Most widely used community Go SDK before the official one shipped; 400+ dependents

Cross-Language Tools

Tool GitHub Description
AgentRPC naptha/agentrpc Connect any function to MCP across languages and network boundaries; multi-language client support
Composio composio/composio Managed auth and context for 1,000+ tools; dual support for MCP and Agent frameworks

Deployment & Gateway

Tool Description
MCP Gateway Proxy that exposes multiple MCP servers as a unified endpoint; authentication, rate limiting
n8n MCP n8n works as both MCP client and server; visual workflows become MCP tools

🔍 Debugging & Testing Tools

Official Tools

Tool Link Description
🔵⭐ MCP Inspector modelcontextprotocol/inspector Must-install debugging tool. Visual UI + proxy server for testing any MCP server. Supports stdio / SSE / Streamable HTTP; built-in OAuth flow testing; exports Cursor/Claude Code config files. npx @modelcontextprotocol/inspector your-server
MCP Inspector Online mcp.ziziyi.com/inspector Browser-based Inspector; no install needed; great for quickly testing remote MCP servers

Inspector quick usage:

# Test a local Node.js MCP server
npx @modelcontextprotocol/inspector node your-server.js

# Test a local Python MCP server
npx @modelcontextprotocol/inspector python your-server.py

# Connect to a remote SSE server
npx @modelcontextprotocol/inspector --transport sse https://your-remote-server.com/sse

# Docker (isolated environment)
docker run --rm -p 127.0.0.1:6274:6274 -p 127.0.0.1:6277:6277 \
  -e HOST=0.0.0.0 -e MCP_AUTO_OPEN_ENABLED=false \
  ghcr.io/modelcontextprotocol/inspector

⚠️ Security warning: Never use the DANGEROUSLY_OMIT_AUTH flag — this enables RCE risk (CVE-2025-49596). Inspector binds to localhost only by default; do not change this to a public interface.

Testing Tools

Tool Description
mcp-cli chrishayuk/mcp-cli — CLI for direct interaction with MCP servers; granular exploration of Tools/Resources/Prompts
MCP Discovery Lightweight Rust CLI for discovering and exploring MCP server capabilities
Tester MCP Client (Apify) Lightweight open source MCP client for functional smoke testing and quick sanity checks

🔒 MCP Security

MCP gives AI broad tool-calling capabilities. Security cannot be an afterthought.

Core Threat Model

Threat Description Mitigation
Prompt Injection Malicious content in tool responses injects instructions that alter AI behavior Strictly validate tool return values; use BoostSecurity / mcp-scan
Tool Poisoning Malicious MCP servers embed hidden instructions in tool descriptions Only use servers from trusted sources; audit tool descriptions
Cross-server Attacks Tool name conflicts across servers trigger unintended behavior Clients use fully-qualified tool names; server namespace isolation
Data Exfiltration Servers access data beyond what is strictly necessary Least privilege principle; restrict directory and API scope
Unauthenticated Access Remote MCP servers accessible without authentication Enforce OAuth 2.0 or API keys; never expose stdio servers to the network

Security Tools

Tool GitHub Description
mcp-scan invariantlabs-ai/mcp-scan Open source MCP security scanner; detects prompt injection, tool poisoning, suspicious tool descriptions
BoostSecurity Official Prevents AI coding agents from introducing vulnerable npm/pip packages; CI/CD integration
Cycode Official SAST + secret scanning + IaC security; catches security issues at development time

Security Best Practices

Server side:

  • Always validate and sanitize tool parameters; never trust unvalidated data from the AI
  • Implement least privilege: filesystem servers should only access the required directories
  • Clearly document capability boundaries in tool descriptions; avoid ambiguity
  • Remote servers must implement OAuth 2.0 authentication (required by MCP spec 2025-11-25)
  • Log all tool calls for audit purposes

Client / user side:

  • Only install MCP servers from trusted sources
  • Review tool descriptions; be suspicious of unusually long descriptions (may contain hidden instructions)
  • Use MCP Inspector to examine server behavior before connecting to production systems
  • Never hardcode API keys in config files; use environment variables

Further reading:

📖 Tutorials, Blogs & Articles

Official Documentation & Getting Started

In-Depth Technical Articles

Learning Paths

Beginners (understanding what MCP is):

  1. Official MCP Introduction → Architecture Overview
  2. Install Claude Desktop or Cursor
  3. Add your first MCP server (recommended: start with Playwright or filesystem)
  4. Debug and verify with MCP Inspector

Developers (building your own server):

  1. Python path: Official Python SDK + FastMCP
  2. TypeScript path: Official TypeScript SDK + MCP Framework
  3. Reference microsoft/mcp-for-beginners for multi-language examples
  4. Test and debug with MCP Inspector

🎥 Videos & Talks

Resource Type Description
MCP Official Introduction Video Official Protocol designers introduce MCP's design philosophy
Anthropic MCP Launch Announcement Announcement Official statement from MCP's November 2024 launch
GitHub Blog: Accelerating Developer Productivity with MCP Blog + Video GitHub's perspective on the MCP ecosystem
Lex Fridman #491: OpenClaw (deep MCP discussion) Podcast MCP's role in the agent ecosystem, grounded in OpenClaw practice

🗺️ Server Directories & Discovery

Browse and search thousands of MCP servers on these platforms:

Platform Link Description
🔵 MCP Official Registry registry.modelcontextprotocol.io Official registration and discovery; verified server list
⭐ mcp.so mcp.so Community's largest MCP server directory; 13,000+ servers; searchable
⭐ PulseMCP pulsemcp.com Server + client dual directory; 531+ clients; continuously updated
mcp-awesome.com mcp-awesome.com 1,200+ quality-verified MCP servers with installation tutorials
MCPIndex mcpindex.net Multi-client installation config; one-click config generation for Cursor/Windsurf/Zed
Glama MCP glama.ai/mcp Server and client directory maintained by Glama Chat (multimodal AI client)

🗺️ Related Awesome Lists

List Scope
punkpeye/awesome-mcp-servers Most comprehensive English MCP server collection (with companion site glama.ai/mcp)
wong2/awesome-mcp-servers Another high-quality English server collection
punkpeye/awesome-mcp-clients Client-focused collection
cyanheads/model-context-protocol-resources Practice-oriented MCP learning resources with 8 handwritten server implementations
microsoft/mcp-for-beginners Microsoft's multi-language beginner course
EthanYolo01/Awesome-OpenClaw OpenClaw AI Agent framework resources (sister list)

🤝 Contributing

Contributions are welcome! This list prioritizes verified links + opinionated curation over exhaustive listing.

Before submitting:

  1. Verify the link is real and working (visit it yourself)
  2. Include a clear description (what, who, why it belongs here)
  3. Check for duplicates first
  4. Match the format of the existing section

How to contribute: Submit a Pull Request, or report broken links in Issues.

Maintainer contact: kalayolo86@gmail.com

Found this useful? Give it a ⭐ and share it with your team. Something missing or a dead link? Open an issue or submit a PR.

Last updated: March 2026 · Maintained with ❤️ by the community

🌐 Language / 语言切换：English | 中文

About

A carefully curated list of Model Context Protocol (MCP) resources — servers, clients, SDKs, tools and learning materials.精选 Model Context Protocol (MCP) 优质资源 —— 服务器、客户端、SDK、工具与学习资料

github.com/EthanYolo01/Awesome-MCP

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