发现优秀的 MCP 服务器

mendapi

MCP server that watches upstream API providers for breaking changes, scans your codebase for impact, and drafts migration fixes locally, all offline-first with zero network.

Chrome DevTools MCP

Enables AI assistants to control and inspect a live Chrome browser for automated web debugging, performance analysis, and Lighthouse audits. It allows agents to capture screenshots, monitor network requests, and measure Core Web Vitals using plain-English prompts.

mcp-arcgis-charlotte

Enables AI agents to search and query City of Charlotte GIS datasets (parcels, zoning, public works) via ArcGIS Feature Services.

devPartner

A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, and enables self-upgrade and hot-reload during conversations.

Zotero MCP

MCP server for local Zotero on Windows and WSL, enabling read access to items, collections, annotations, and notes via the Local API, and safe write operations through a plan/apply workflow with Web API verification.

MCP-CLIO

Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio environments. It enables users to perform environment health checks, restart web applications, and execute raw CLI commands through a stateless HTTP transport.

mergestat-mcp

Enables SQL queries against git repositories via MergeStat, allowing users to analyze commits, authors, and files using natural language.

mcp-micropython-bridge

MCP server for controlling MicroPython devices (ESP32, RP2040, etc.) via USB Serial or WebREPL, enabling code execution, file operations, and device management from MCP clients.

mcp-winnow

Enables agents to use many MCP servers without context bloat by exposing meta-tools (search, load, call, run_code) that reduce token usage via progressive disclosure and result trimming.

ControlAPI-MCP

Converts any OpenAPI/REST API into MCP tools with dynamic server switching, variable substitution, and runtime configuration. Enables seamless interaction with multiple API environments through natural language without pre-configuration.

live2d-mcp

An interactive desktop companion with a Live2D model that can be controlled via MCP protocol, featuring TTS, music playback, alarms, and more.

okama MCP

MCP (Model Context Protocol) server that exposes the okama investment portfolio toolkit to AI assistants — Claude Desktop, Claude Code, Cursor, Codex, and any other MCP-compatible client.

WikiJS MCP Server

Enables comprehensive management of WikiJS instances through tools for searching, creating, updating, and deleting wiki pages. It supports advanced features like knowledge graph exploration, page summaries, and content exporting for documentation workflows.

Stack Over MCP

Provides LLMs with tools to search Stack Overflow for programming solutions, helping ground responses in real-world code examples.

tabletemplates-mcp

MCP server for searching and browsing free Excel and Google Sheets templates from Tabletemplates.com, with access to 1,008 US search demand keywords across 16 categories.

LightNow Local Proxy

Lets local MCP clients use one LightNow-managed MCP entry instead of storing every MCP server configuration and secret in every client.

D365FO MCP Server

Enables natural language interaction with Microsoft Dynamics 365 Finance & Operations, including entity discovery, CRUD operations, and a learning system that improves over time.

MCP Server + Access OAuth

Enables remote MCP server with OAuth authentication using Cloudflare Access, allowing users to connect via sign-in with an identity provider.

Google Sheets MCP Server

A read-only MCP server that connects to Google Sheets and lets you query them in plain English, without needing a Google Cloud project.

yawa

Self-hosted web analytics platform that exposes analytics data via the Model Context Protocol, enabling natural language queries about traffic, page views, web vitals, and custom events.

screenshot-mcp

An MCP server that enables AI assistants like Claude Code to capture screenshots, view images, and manage screenshot files on Windows. It uses native Windows APIs for full-screen, region, or active-window captures, and supports image analysis and automated cleanup.

Derisk

AI 原生风险情报系统

ChromaDB MCP Server

An MCP server that exposes ChromaDB vector database operations, enabling AI assistants to perform collection management and semantic document searches. It supports HTTP, persistent, and in-memory connection modes along with various embedding providers including OpenAI and HuggingFace.

hh-apply-agent-mcp

Local MCP server for safe automation of job application responses on hh.ru using the user's Chrome session.

Salesforce MCP Server

Enables AI assistants to interact with Salesforce organizations, allowing them to execute Apex code, query data, describe objects, and manage org connections through natural language.

Distill

A Claude Code MCP server that converts saved articles into AI-generated conversational podcasts tailored to user interests. It operates locally, fetching articles, generating dialogue scripts using Claude's LLM, and synthesizing audio through various TTS providers.

Thunderbird MCP

Provides a Model Context Protocol interface for Mozilla Thunderbird, allowing AI assistants to manage emails, filters, calendars, and contacts. It exposes 24 tools for tasks like searching messages, drafting replies, and organizing folders through a local bridge.

lunar-mcp

lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditional calendar, fortune telling, and divination. It enables AI agents to integrate Chinese cultural computations into their workflows.

Godot Project Doctor

Analyzes Godot GDScript files for code quality and provides refactoring plans. Includes tools for script analysis, refactoring planning, and service code generation.