内容摘录
Awesome MCP Servers Awesome
ไทย
English
繁體中文
简体中文
日本語
한국어
Português Brasileiro
Discord
Subreddit subscribers
[!IMPORTANT]
Read The State of MCP in 2025 report.
[!IMPORTANT]
Awesome MCP Servers web directory.
[!IMPORTANT]
Test servers using MCP Inspector.
A curated list of awesome Model Context Protocol (MCP) servers.
What is MCP?
Clients
Tutorials
Community
Legend
Server Implementations
Frameworks
Tips & Tricks
What is MCP?
MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.
Clients
Checkout awesome-mcp-clients and glama.ai/mcp/clients.
[!TIP]
Glama Chat is a multi-modal AI client with MCP support & AI gateway.
Tutorials
Model Context Protocol (MCP) Quickstart
Setup Claude Desktop App to Use a SQLite Database
Community
r/mcp Reddit
Discord Server
Legend
🎖️ – official implementation
programming language
🐍 – Python codebase
📇 – TypeScript (or JavaScript) codebase
🏎️ – Go codebase
🦀 – Rust codebase
#️⃣ - C# Codebase
☕ - Java codebase
🌊 – C/C++ codebase
💎 - Ruby codebase
scope
☁️ - Cloud Service
🏠 - Local Service
📟 - Embedded Systems
operating system
🍎 – For macOS
🪟 – For Windows
🐧 - For Linux
[!NOTE]
Confused about Local 🏠 vs Cloud ☁️?
Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
Use cloud when MCP server is talking to remote APIs, e.g. weather API.
Server Implementations
[!NOTE]
We now have a web-based directory that is synced with the repository.
🔗 - Aggregators
🎨 - Art & Culture
📐 - Architecture & Design
📂 - Browser Automation
🧬 - Biology Medicine and Bioinformatics
☁️ - Cloud Platforms
👨💻 - Code Execution
🤖 - Coding Agents
🖥️ - Command Line
💬 - Communication
👤 - Customer Data Platforms
🗄️ - Databases
📊 - Data Platforms
🚚 - Delivery
🛠️ - Developer Tools
🧮 - Data Science Tools
📟 - Embedded system
🌳 - Environment & Nature
📂 - File Systems
💰 - Finance & Fintech
🎮 - Gaming
🏠 - Home Automation
🧠 - Knowledge & Memory
⚖️ - Legal
🗺️ - Location Services
🎯 - Marketing
📊 - Monitoring
🎥 - Multimedia Process
🔬 - Research
🔎 - Search & Data Extraction
🔒 - Security
🌐 - Social Media
🏃 - Sports
🎧 - Support & Service Management
🌎 - Translation Services
🎧 - Text-to-Speech
🚆 - Travel & Transportation
🔄 - Version Control
🏢 - Workplace & Productivity
🛠️ - Other Tools and Integrations
🔗 <a name="aggregators"></a>Aggregators
Servers for accessing many apps and tools through a single MCP server.
1mcp/agent 📇 ☁️ 🏠 🍎 🪟 🐧 - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
AgentHotspot 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace
askbudi/roundtable 📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.
blockrunai/blockrun-mcp 📇 ☁️ 🍎 🪟 🐧 - Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base.
Data-Everything/mcp-server-templates 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
duaraghav8/MCPJungle 🏎️ 🏠 - Self-hosted MCP Server registry for enterprise AI Agents
glenngillen/mcpmcp-server ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
hamflx/imagen3-mcp 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
hashgraph-online/hashnet-mcp-js 📇 ☁️ 🍎 🪟 🐧 - MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network.
jaspertvdm/mcp-server-gemini-bridge 🐍 ☁️ - Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.
jaspertvdm/mcp-server-ollama-bridge 🐍 🏠 - Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
jaspertvdm/mcp-server-openai-bridge 🐍 ☁️ - Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.
julien040/anyquery 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
juspay/neurolink 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization.
K-Dense-AI/claude-skills-mcp 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use Claude Agent Skills like native.
metatool-ai/metatool-app 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
mindsdb/mindsdb - Connect and unify data across various platforms and databases with MindsDB as a single MCP server.
particlefuture/MCPDiscovery 🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.
PipedreamHQ/pipedream ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
portel-dev/ncp 📇 ☁️ 🏠 🍎 🪟 🐧 - NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.
profullstack/mcp-server 📇 ☁️ 🏠 🍎 🪟 🐧 - A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR generation, weather data, social me…