发现优秀的 MCP 服务器

LocalREPL MCP Server

A locally-running Python REPL server that integrates with Claude Desktop through the Model Context Protocol, offering shell bridge, streaming, and operational memory features for secure code experimentation and system automation.

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.

agent-godmode

Provides workspace-scoped file operations and command execution tools for building Cursor-style agents, along with system prompts and tool definitions for LLM integration.

Google Workspace MCP Server

Enables management of Google Workspace users, groups, aliases, and organizational units via natural language through the Model Context Protocol.

pfsense-mcp

Enables AI agents to manage and configure pfSense routers through the pfSense REST API, offering 240 tools across 17 modules with safety features like confirm gates, config backups, and read-only mode.

agentic-os-mcp

Read-only MCP server that exposes the agentic-os governance, SDLC, and Quality Engineering methodology to any MCP host. It never writes to your repository and never executes code — it serves the methodology, plans an install, and verifies it, handing any commands back to the host to run.

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.

node-red-mcp-server

Model Context Protocol (MCP) server for Node-RED — allows language models (like Claude, GPT) to interact with Node-RED through a standardized API.

atlassian-proxy

Enables Claude Code to use a filtered subset of Atlassian Rovo MCP tools for Jira and Confluence, automatically injecting required parameters and stripping noisy fields to reduce token usage.

Hacker News MCP Server

Enables AI assistants to access Hacker News content through 9 comprehensive tools for fetching stories, comments, user profiles, and job postings. Supports flexible output formats, pagination, and various story categories (top, new, best, Ask HN, Show HN).

mcp-switchboard

Intelligent MCP server orchestrator that automates configuration, orchestration, and lifecycle management of other MCP servers for AI agents.

claude-session-bridge

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

summary-always

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

mcp-langchain-ts-client

用于模型上下文协议的 LangChain.js 客户端。

pdf-mcp

MCP server for generating PDF reports on real estate properties. Supports location analysis, market reports, and project summaries.

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。

trust-mcp

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

Korean Bill & Debate MCP

Enables exploration of Korean National Assembly data by connecting bills, committee reviews, and official records. Allows users to ask natural language questions and receive structured answers with citations to original documents.

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.

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。

tenth-man-mcp

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

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."

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.

weather-mcp

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

Godot Docs MCP Server

Enables searching and reading Godot documentation as Markdown. Provides tools to search for terms and retrieve matching documentation pages through the Model Context Protocol.

bitacora-mcp

MCP server for creating, versioning, retrieving, and publishing HTML presentations, using git as the source of truth and Google Apps Script for deployment.

nycdata

Enables to discover, inspect, query, and profile live NYC Open Data through a CLI and MCP server, providing a developer-first interface to Socrata APIs.

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.

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.