Discover Awesome MCP Servers

MCP Agentic Framework

A communication framework that enables multiple AI agents to collaborate through asynchronous messaging, agent registration, and discovery. It facilitates complex task coordination and real-time discussion across distributed agent workflows using the Model Context Protocol.

Telegram MCP Server

一个简单的 MCP 服务器，允许 Claude 访问你的 Telegram 账户，以便代表你读取和发送消息。

cisco-mcp

Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switches over SSH, with a two-account model for privilege separation and a fail-closed allowlist for safety.

conversation-history-mcp

A local MCP server that indexes and searches your Claude Code conversation history with both keyword and semantic search, fully private and running locally.

China Festival MCP Server

Provides Chinese holiday information, lunar calendar conversion, traditional festivals, 24 solar terms, and BaZi (Eight Characters) calculations for AI assistants to accurately handle Chinese calendar queries and date conversions.

ai-visibility-mcp

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

rag-retrieval-mcp

Enables retrieval-augmented generation by embedding queries with a chosen provider (e.g., OpenAI) and searching supported vector stores (Pinecone, pgvector) to return relevant content.

JSON Filter MCP

Query only the data you need from your JSON file and keep your context clean

MCP-Server-for-CFD

Provides aerodynamic analysis tools through MCP, enabling geometry generation, meshing, CFD solving, and visualization for 2D airfoils.

Telos Model Context Protocol

An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.

Hexiaoyi MCP

A powerful toolkit that enables seamless interaction with EVM-compatible networks through natural language processing and AI assistance, allowing users to manage wallets, launch tokens, and interact with blockchain networks.

wafer-map-mcp

Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

Windows-MCP

Enables AI agents to interact with Windows operating systems by providing tools for UI automation, file navigation, application control, and system operations. Works with any LLM to perform tasks like clicking, typing, launching applications, and executing PowerShell commands through native Windows integration.

W3 Ledger MCP Server

Primary purpose is to maintain a self verifying ledger that requires no consesus. Additional features include support for evm compatible and other block chains.

MCP Enhanced Data Retrieval System

Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.

mrc-data

The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.

Cabal-Hunter

On-chain Solana token safety for trading agents — traces coordinated wallet funding, same-block Jito bundles, serial-rug deployers and live coordinated dumps into one Exit-Liquidity Risk verdict before a swap. Free tier, then $0.02 USDC/query via x402.

Motion MCP Server

Enables natural language management of Motion tasks, projects, schedules, and more via the Model Context Protocol, integrating with LLMs like Claude and ChatGPT.

MCP Server Basic Example

A foundational Model Context Protocol server demonstrating core functionality through basic arithmetic tools and personalized greeting resources. It serves as a template for developers learning to build and deploy MCP-enabled AI applications.

Claudegram

MCP server that enables Claude Code to interact with a personal Telegram account via MTProto, providing over 120 tools for messaging, media, chat management, and more.

stm32-mcp

Enables Claude Code to build, flash, and communicate with STM32 hardware over SWD and serial, including multi-board management, live memory monitoring, and hardware sequences.

android-mcp-server

A powerful MCP server that provides comprehensive Android device automation capabilities through ADB, enabling AI agents to interact with Android devices for testing, automation, and device control tasks.

GitHub MCP Server

A custom MCP server implementation

Iterator MCP Server

Enables users to process large datasets record by record, supporting JSON Lines and JSON with jq expressions, with stateful navigation, result tracking, and export capabilities.

ARC MCP Server

A Node.js server that hosts AI agents and manages integrations with various data sources like Supabase, supporting automated database setup and deployment to Vercel.

Part 1. Real-Time LangGraph Agent with MCP Tool Execution

这个项目演示了一个解耦的实时代理架构，该架构将 LangGraph 代理连接到由自定义 MCP（模块化命令协议）服务器提供的远程工具。该架构支持灵活且可扩展的多代理系统，其中每个工具都可以独立托管（通过 SSE 或 STDIO），从而提供模块化和可云部署的可执行文件。

android-docs-mcp

An MCP server that gives AI agents direct access to developer.android.com — search docs, look up API references, browse packages, and check release notes.

MCP Hub

An AI-native management hub that enables users to control WordPress, WooCommerce, and various self-hosted services like Gitea and Supabase through AI assistants. It provides a comprehensive suite of nearly 600 tools for managing content, ecommerce stores, repositories, and databases using natural language.

Harness MCP Server

Provides AI agents full access to the Harness.io platform through 10 consolidated tools and 137 resource types, enabling management of CI/CD, GitOps, Feature Flags, cost data, and more.

CRREM MCP Server

Provides CRREM v2.05 carbon pathway data for real estate decarbonization analysis, including carbon/energy targets, emission factors, climate zones, and stranding risk calculations.