Discover Awesome MCP Servers

xigua-MCP

A protocol implementation that extends AI capabilities by enabling language models to interact with external systems through remote control, notes, email operations, and knowledge search.

amocrm-mcp

Enables users to interact with AmoCRM via Claude Desktop using natural language, with 17 tools for accessing CRM entities like leads, contacts, and pipelines.

ReviewWebsite MCP Server

MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.

VIDA AI WhatsApp MCP Server

Enables Claude to interact with WhatsApp Business for reading, searching, and sending end-to-end encrypted messages. It supports conversation management, message summarization, and action item tracking while maintaining data privacy through a local private key and a user-controlled Neon database.

Excel MCP Server

A Model Context Protocol server that enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel installation.

Claude Code Prompt Engineer

Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language requests into structured, Claude Code-optimized prompts.

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

Dự án này trình bày một kiến trúc tác tử thời gian thực tách rời, kết nối các tác tử LangGraph với các công cụ từ xa được cung cấp bởi các máy chủ MCP (Giao thức Lệnh Mô-đun) tùy chỉnh. Kiến trúc này cho phép một hệ thống đa tác tử linh hoạt và có khả năng mở rộng, trong đó mỗi công cụ có thể được lưu trữ độc lập (thông qua SSE hoặc STDIO), mang lại tính mô-đun và khả năng triển khai trên đám mây.

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.

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.

Baidu Map Search MCP Server

Provides a suite of tools for location retrieval and multi-modal route planning within China using the Baidu Maps API. It enables AI agents to perform address-to-coordinate conversions, nearby place searches, and calculate directions for driving, transit, walking, and cycling.

Code Mode MCP Server

Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

Most Popular API MCP Server

A Multi-Agent Conversation Protocol server that provides access to the New York Times Most Popular API, allowing agents to interact with NYT's most viewed, shared, and emailed content.

Fibaro MCP

Enables control of Fibaro Home Center devices, scenes, variables, and system administration through natural language.

Mailosaur MCP

Enables interaction with Mailosaur email and SMS testing services, allowing message management, server configuration, file downloads, spam analysis, and TOTP code retrieval via natural language.

woffu-mcp

Enables clocking in/out, viewing work status, and managing time entries on Woffu via MCP tools.

MCP & Copilot Studio Learning Project

A comprehensive learning project providing hands-on experience with Model Context Protocol (MCP) server development, featuring calculator and text utility tools for integration with Claude Desktop.

appium-mcp

Professional mobile test automation framework with AI-powered test generation, Page Object Model support, and AWS Bedrock integration.

usenami-mcp

Perp-first funding rate & RWA spread data for AI agents. 30+ CEX/DEX venues, 6 tools (4 x402-paywalled, 2 free), bring-your-own-wallet via Base mainnet.

Chaos Mesh MCP Server

Enables AI assistants to perform chaos engineering and resilience testing on Kubernetes clusters through Chaos Mesh. Supports creating and managing 24 types of chaos experiments including network failures, stress tests, pod disruptions, and I/O faults through natural language conversations.

nautilus-compass

Enables AI agents to retain memory of past interactions and detect behavioral drift, preventing repeated mistakes without LLM token extraction.

Agents Council

The simplest way to bridge and collaborate across AI Agent sessions like Claude Code, Codex, Gemini, or Cursor. It allows your agents to combine their strengths to solve your most difficult tasks without leaving their current context.

Neo4j MCP Server

Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

mcp-my-apple-remembers

A simple MCP server that recalls and saves memories from and to Apple Notes.

pluggedin-mcp-proxy

Plugged.in MCP Server acts as a proxy server that combines multiple MCP servers into a single interface. It retrieves tool, prompt, and resource configurations from Plugged.in and directs requests for tools, prompts, and resources to the appropriate underlying server.

CI-1T Prediction Stability Engine

Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

Financial Datasets MCP Server

Máy chủ MCP cung cấp cho các trợ lý AI quyền truy cập vào dữ liệu thị trường chứng khoán, bao gồm báo cáo tài chính, giá cổ phiếu và tin tức thị trường thông qua giao diện Giao thức Bối cảnh Mô hình (Model Context Protocol).