发现优秀的 MCP 服务器

pingcode-health-mcp

An MCP server for monitoring PingCode project health, enabling PMs to query project status, sprint progress, and risk items directly from Claude Code.

Tavily-Anet-MCP Server

一个用 Rust 编写的 Model Control Protocol (MCP) 服务器，集成了 Tavily 强大的搜索和网页内容提取功能。该服务器使 AI 代理和 LLM 系统能够通过标准化的 JSON-RPC 接口执行实时网络搜索并从 URL 中提取内容，非常适合构建 AI 工具。

ghotels

An MCP server that gives AI agents live Google Hotels data (search, rooms, rates, cancellation) via internal RPC — no API key or scraping required.

rpgmaker-mz-mcp

Provides tools for managing RPG Maker MZ game data, maps, events, and system settings through natural language, enabling AI-assisted game development.

kordoc

An MCP server that parses South Korean document formats like HWP, HWPX, and PDF into Markdown. It features specialized table reconstruction and security-hardened extraction optimized for administrative and public institution files.

bitrix24-mcp-server

MCP server for Bitrix24 CRM integration, enabling AI agents to manage contacts, deals, tasks, and more via natural language.

FRED MCP Server

A Model Context Protocol server that provides access to Federal Reserve Economic Data (FRED), enabling users to retrieve, analyze, and compare economic indicators and time series data through natural language.

SAP BTP Cloud Foundry MCP Server

An MCP server for automating SAP BTP Cloud Foundry operations, providing tools for deploying, managing, and monitoring applications.

MCP Geo Location Server

Integrates EdgeOne Pages Functions with large language models to retrieve and utilize user geolocation information through the Model Context Protocol (MCP).

mlagents-mcp

Controls Unity ML-Agents training runs from Claude Code, enabling launch, stop, resume, monitor, compare, and export via natural language.

Kerry MCP Tools Collection

A comprehensive MCP server collection designed for Cursor that provides system information queries, personal profile management, web search capabilities, and weather forecasting. Enables users to access hardware details, manage resume data, search the web, and get weather updates through natural language interactions.

MCP Spec Generator

Converts user story documents (from Notion, Google Docs, PDFs, etc.) into structured spec.md files following the SPEC_KIT_TEMPLATE format, ready for development teams.

SQLite MCP Server

Implements a Model Context Protocol server that enables natural language interactions with SQLite databases, providing tools to list tables, retrieve schemas, count rows, and execute read-only SQL queries.

ChEMBL MCP Server

A Model Context Protocol (MCP) server that exposes ChEMBL's public bioactivity database as tools for searching compounds, retrieving bioactivity data, target compounds, and ADMET properties, usable by Claude and ChatGPT.

Nginx Proxy Manager MCP

Enables management of Nginx Proxy Manager instances for configuring proxy hosts, requesting Let's Encrypt SSL certificates, and managing access lists. It allows users to control their web proxy infrastructure through natural language commands in MCP-compatible environments.

MCP

[开发中] 用于在 PowerShell 中构建符合 MCP 标准的 AI 代理和工具的模块。

aijewelleryMCP

Enables ChatGPT to invoke tools and render widgets via the Model Context Protocol, using a Next.js application with OpenAI Apps SDK integration.

Trimtab AIS

Provides real-time, machine-readable ship and port conditions for major US container gateways using AIS data, allowing AI agents to query vessel status, berthing events, and gateway conditions without API keys or signup.

glm-vision-mcp

Enables AI assistants to recognize and extract information from images via GLM-4V, supporting automatic screenshot recognition and MCP-based local image file reading for non-vision models like DeepSeek.

SEFAZ AM: IPVA

Consulta IPVA do Amazonas em fonte oficial via MCP, com uma ferramenta somente leitura e pagamento por consulta.

WeChat Article Reader MCP Server

Enables fetching, searching, and summarizing WeChat public account articles through browser automation. Supports multiple output formats and provides article metadata and statistics.

Mural MCP

MCP server for interacting with Mural's public API, enabling browsing and management of workspaces, rooms, murals, and widgets within Mural.

unsplash-mcp

An MCP server for searching and retrieving photos from Unsplash with proper attribution, designed for LLMs building content pages.

Anchorr MCP

MCP server for Anchorr, an agent-native CRM, providing 25 tools for managing contacts, companies, deals, sequences, activities, and enrichment with a shared cache and per-call audit.

Total CMS MCPB

Connects Claude to Total CMS sites, enabling search, browsing, and management of content via the site's built-in MCP server. Supports both public and authenticated access using an API key stored securely.

PapersFlow

Turn any AI agent into an academic researcher that can search, read, cite, and write full literature reviews autonomously.

CircleCI MCP Server

Enables natural language interactions with CircleCI through Model Context Protocol, allowing users to retrieve build logs, find flaky tests, check pipeline statuses, and manage workflows without leaving their IDE.

github-mcp

An MCP server providing 1,112 tools for the GitHub REST API across all 44 API categories. It enables comprehensive GitHub operations through Claude with typed validation and category filtering.

VSCode Language Server MCP Extension

Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.

Wraith MCP Server

Provides an MCP-native agent browser that enables autonomous agents to perceive and interact with web pages through stealth browsing, identity borrowing, and WAAP detection.