发现优秀的 MCP 服务器

Runbook AI MCP Server

MCP server that provides browser automation capabilities through a Chrome extension, enabling terminal-based agents to interact with any website via a live browser session with optimized context.

trust-mcp

MCP server that enables AI agents to verify each other's trust scores, register, submit reviews, and find trusted agents before transacting.

Drupal Bridge MCP

Enables AI assistants to interact with Drupal sites through MCP tools, with automatic discovery, OAuth-based authentication, and scope validation.

TickTick MCP Server

A Model Context Protocol server that integrates with TickTick task management service, allowing AI assistants to list, create, update, and complete tasks with proper timezone handling.

Shioaji MCP Server

An MCP server that provides standardized access to the SinoPac Securities Shioaji trading API for market data retrieval and order management. It enables users to search contracts, access real-time market snapshots, and manage trading accounts through a secure, model-compatible interface.

summary-always

A server that summarizes and records conversation key points, supporting adding summaries and viewing history.

nsforge-mcp

Enables creation of new mathematical formulas through symbolic derivation, verification, and step-by-step control, leveraging SymPy for computation and storing results with provenance.

claude-session-bridge

Enables multiple Claude Code sessions to communicate and share results automatically, with optional orchestration for hands-off workflow coordination.

Caplets

A progressive-disclosure gateway for MCP servers that keeps tool lists small by exposing one top-level tool per server, allowing agents to search, list, inspect, and call underlying tools within a selected domain.

tenth-man-mcp

Adversarial review system that spawns three independent contrarian reviewers to catch issues before AI coding agents execute critical changes.

Remote MCP Server on Cloudflare

A template for deploying a Model Context Protocol server on Cloudflare Workers featuring OAuth authentication and SSE transport. It enables secure remote access to MCP tools from clients like Claude Desktop through a local proxy.

weather-mcp

Provides US weather alerts by state and forecasts by coordinates using the National Weather Service API.

mcp-freecad

这个项目旨在使用模型上下文协议（MCP）在人工智能助手和FreeCAD CAD软件之间提供强大的集成。它允许外部应用程序通过标准化的接口与FreeCAD交互，提供多种连接方式和专用工具。

shortcut-mcp-server

一个用于 Shortcut 的模型上下文协议服务器。

buchpilot-mcp

MCP server for DACH accounting automation. Connect AI assistants to sevDesk and Lexoffice — create invoices, manage contacts, handle bookings and vouchers for German-speaking businesses.

Wikipedia MCP Server

Provides structured access to Wikipedia content including search, summaries, images, links, and more via MCP tools.

code-rag

A semantic code search MCP server that enables natural language queries against your codebase, supporting features like related file discovery and context expansion, all running locally.

MCP LLMS-TXT Documentation Server

Enables MCP host applications to retrieve and process structured documentation from user-defined llms.txt files. It provides tools to fetch specific URLs and audit the documentation context returned to the LLM.

Bundestag MCP Server

A production-ready MCP server that provides access to the German Bundestag's parliamentary documentation system (DIP API).

Pulseq MCP Expert Server

An AI-powered server that helps users understand Pulseq code and MRI physics principles through natural language interactions.

NYTimes Article Search MCP Server

这是一个基于 TypeScript 的 MCP 服务器，它允许根据关键词搜索过去 30 天的《纽约时报》文章。

minecraft-mcp

使用 Mineflayer 创建一个 MCP 服务器到 Minecraft。 (Shǐyòng Mineflayer chuàngjiàn yīgè MCP fúwùqì dào Minecraft.) This translates to: "Using Mineflayer to create an MCP server to Minecraft."

hivegate

MCP server for cross-platform agent onboarding. Registers external agents, translates intents from LangChain, CrewAI, AutoGen, and A2A formats, and proxies cross-ecosystem transactions.

Feishu MCP Server

A zero-configuration MCP server enabling AI assistants to interact with Feishu (Lark) workspace through OAuth authentication, supporting document operations, content creation, and advanced file management.

Redmine MCP Server

Enables AI assistants to interact with Redmine project management systems, providing comprehensive access to issues, projects, time tracking, users, and wiki pages through natural language commands.

websearch-mcp

Enables web searching via SearXNG, page content extraction with Crawl4AI, and image analysis using vision language models. It provides AI agents with tools for information synthesis and web-based data retrieval through OpenAI-compatible LLM endpoints.

Karmic Gochara MCP Server

Provides real-time astrological transit calculations and synthetic evolutionary doctrine readings via the Model Context Protocol for on-device LLMs.

Jira Stories MCP Server

Connects Jira projects to AI assistants, enabling natural language queries to view, search, and filter stories with real-time access to descriptions, comments, status, and metadata without leaving your development environment.

Personal Info MCP

Stores and retrieves personal information fields securely, allowing Claude to access your name, address, email, and professional details without re-typing them.

Maverick MCP Server

An MCP server that enables Amazon Q CLI users to create, query, and manage Maverick sites through natural language commands.