发现优秀的 MCP 服务器

MCP Server for Smithery Integration

用于将 Greptile API 与 Smithery 框架集成的 MCP 服务器，具有速率限制和 API 抽象功能。

talkthrough-mcp

Feedback ingestion for AI agents. Record your screen and talk; your agent does the rest — files the bugs, writes the spec, builds the backlog.

composer-mcp

Visual architecture canvas that updates in real-time. Agents can build, read, and modify system design diagrams — services, databases, queues, APIs, entities — all linked to actual code paths in your repo.

multi-agent-mcp

An MCP server that exposes web lookup, save note, and list notes tools for a router-research-writer agent pipeline, enabling coordinated multi-agent workflows via the Model Context Protocol.

mcp-redmine

MCP server for Redmine that provides full read/write coverage of issues, projects, wiki, time tracking, and more through 73 tools via the Redmine REST API.

NSE/BSE MCP Server

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

Mermaid Lint MCP

A tool for validating Mermaid diagram syntax through CLI and MCP interfaces, providing real-time error checking and line-specific feedback. It enables AI assistants to self-validate and debug generated diagrams across all Mermaid types, ensuring valid visual documentation.

quarry

Enables local semantic search over documents and code for Claude Code and Claude Desktop, running entirely offline with local embeddings and vector storage.

undesirables-mcp-server

35+ tool MCP server for TCG collectibles and AI agents. Vision AI card grading (PSA/Beckett), Monte Carlo price simulation, AI music generation, local image generation, TTS, RAG memory, and financial analytics — all running 100% locally with zero telemetry.

mcp-registry-mcp

An MCP server for managing MCP server registries with health checks, duplicate detection, and configuration portability. It helps prevent MCP sprawl by tracking server health, identifying overlapping tools, and generating portable configurations for different clients.

MCP Chess Server

Provides Chess.com player data integration, enabling AI assistants to fetch real-time chess player profiles and comprehensive statistics including ratings, game counts, and performance metrics from Chess.com's public API.

resmd MCP Server

Expose resmd as a Model Context Protocol (MCP) server so AI agents and automation tools can programmatically create, edit, tailor, and export resumes.

Bundled Notes MCP

MCP não oficial para consultar e administrar uma conta autenticada do Bundled Notes Web. Este servidor local expõe bundles, notas Markdown, tags/tarefas, quadros Kanban, templates personalizados, busca e Files & Photos pelo mesmo modelo Firebase usado pelo aplicativo web.

Unity Editor MCP Server

MCP Unity 服务器，用于将 Unity 编辑器游戏引擎与不同的 AI 模型客户端（例如 Claude Desktop、Windsurf、Cursor）集成。

@nebelov/yougile-mcp

MCP server for YouGile project management. Provides 57 tools covering 100% of the YouGile API v2, enabling AI agents to manage projects, boards, tasks, and chat directly through natural language.

AOJ Workbench

Private remote HTTP MCP server that provides a unified endpoint to interact with Google Workspace services (Drive, Sheets, Gmail, Calendar, Docs, Forms) and other toolkits through the Composio provider layer.

MCP API Documentation System

A fully automated system that analyzes Django REST Framework ViewSets to generate accurate OpenAPI 3.0 specification documentation without manual configuration.

MCP-Add-Weather

A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

Read-Only vSphere MCP Server

Connects MCP-compatible coding agents to VMware vCenter to query information about virtual machines, hosts, clusters, datastores, datacenters, and networks.

traverse

Enables AI models to generate interactive, clickable code walkthrough diagrams using Mermaid code and node descriptions. It provides a web interface for viewing, persisting, and sharing these diagrams via a local database and a dedicated share server.

forgejo-mcp

Enables AI agents to interact with a Forgejo instance as an authenticated user, supporting issues, pull requests, repositories, and notifications.

debate-hall-mcp

Enables structured multi-perspective debates with Wind (explore), Wall (constrain), and Door (synthesize) roles, featuring deterministic state, hash chains, GitHub integration, and auto-orchestration for decision-making.

o2 Exchange MCP Server

Enables AI agents to interact with the o2 Exchange on the Fuel Network to perform on-chain trading, manage accounts, and access real-time market data. It provides tools for executing various order types and calculating over 16 technical indicators for comprehensive market analysis.

ReefAPI MCP

One MCP server providing access to 160+ live web data APIs (search, social media, e-commerce, real estate, jobs, travel, news, finance, and more) using dynamic discovery via 4 generic tools to avoid the agent's tool limit.

mureo

Open-source framework for AI agents (Claude Code, Cursor, Codex, Gemini) to autonomously operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.

model-council-mcp-codex

Routes questions to a council of AI models (local and cloud) and synthesizes their answers in five configurable modes: individual, categorized, deconflicted, pooled, and dialectic.

Gmail MCP Server

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

echonetlite-mcp

Enables control of ECHONETLite home automation devices like air conditioners and sensors via MCP, supporting HVAC management and real-time monitoring.