发现优秀的 MCP 服务器

12306-MCP

A Model Context Protocol server that allows large language models to search for and analyze Chinese railway (12306) tickets through a simple API interface.

1Password MCP Server

一个概念验证服务器，它能安全地从 1Password 保险库中检索凭据，并通过模型上下文协议 (MCP) 将它们提供给 AI 代理，从而使 AI 助手能够使用存储的凭据来执行诸如自动登录之类的任务。

cursor-agent-bridge

Enables MCP clients like Claude Code to delegate coding tasks to the local Cursor Agent CLI, with persistent per-workspace sessions that resume across calls.

MCP Demo Server

A demonstration MCP server showcasing tools (calculator, file operations, weather, timestamp), resources (server config, system info, documentation), and reusable prompt templates for code review, documentation, and debugging.

UNdata

A CLI and MCP server for querying UN statistical data via the SDMX REST API, providing tools to list datasets, retrieve WDI and MDG data, search series, and compare countries without requiring an API key.

tushare-mcp-server

Provides AI assistants with access to Chinese financial market data via the Tushare Pro API, covering stocks, indices, funds, futures, options, bonds, forex, and macroeconomic indicators.

Centric Demo MCP

A public demo MCP server that exposes Centric RM tools (list contacts, brief, draft, radar, temperature check) with a frozen fictional cast, safe for registry listing.

PDF RAG MCP Server

A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.

postgres-mcp-readonly

A secure, read-only PostgreSQL MCP server that provides safe database introspection and querying capabilities.

mcp-server-saxo-openapi

Provides offline lookup of Saxo Bank OpenAPI endpoint parameters and JSON samples via CLI or MCP tools, enabling token-efficient discovery of endpoint specs without API credentials.

mifid-ii-ai-mcp

Enables algorithmic trading compliance with MiFID II Article 17, providing tools for strategy classification, RTS 6 testing, and best execution audits. Also supports EU AI Act compliance.

Simple Weather MCP Server example from Quickstart

简单天气 MCP 服务器示例 (Jiǎndān tiānqì MCP fúwùqì shìlì)

mcp-diff-system

Fetches, summarizes, and reviews GitHub code diffs with asynchronous processing for large diffs.

Prometheus-MCP

Prometheus-MCP is an AI Creative Director MCP server that enhances creative output from models like Claude and GPT to expert-level quality through iterative improvement loops.

MADRIX MCP

Enables AI-driven control of MADRIX LED lighting software, providing over 100 tools for storage, layer, cue list, timeline, audio, output, and color management via the MADRIX Remote HTTP interface.

figma-restoration-tools

A comprehensive MCP server for Vue component development and Figma design restoration, featuring snapDOM-powered screenshots, pixel-perfect visual comparison, and automated SVG optimization.

Google Workspace MCP Server

Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sheets, Drive, Gmail, Calendar, Slides, and Forms.

mcp-arcgis-salem

Provides access to City of Salem GIS open geospatial data (ArcGIS), enabling search, query, and schema retrieval of datasets such as parcels, zoning, and public works.

coreason_multi_agent_debate

Dynamic multi-agent debate MCP server for structured argumentation and reasoning among AI agents.

mcp-infra-readonly

A read-only MCP server that gives Claude Code secure, non-invasive access to infrastructure logs, service status, metrics, Ansible facts, and Docker state via SSH, with a strict command allowlist and no write operations.

molsen.ca MCP

Enables LLMs to access Mike Olsen's essays on AI governance, professional accountability, and the future of technical work via the Model Context Protocol.

MCP Help Request Server

Captures comprehensive context about development issues and facilitates human assistance through structured API-based help requests.

vanam-erp-mcp

MCP server for querying inventory items and stock levels via internal API, enabling AI chatbots to look up product codes and current quantities.

MCP Shell Server

A secure MCP server for shell operations, terminal management, and process control, enabling AI assistants to safely execute commands and manage interactive sessions.

JSON Query MCP

A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.

PMCP - Perfect Model Context Protocol Server

A comprehensive production-ready MCP server with AI integration, plugin management, and web-based administration. Features multi-database support, RAG capabilities, SSH/SFTP access, and a built-in plugin hub for managing the MCP ecosystem.

fitness-agent-mcp

A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, and Copilot, enabling user profiles, workout/diet plans, calendar scheduling, and gamification via MCP and REST APIs.

Tunnel Manager

MCP server for managing SSH tunnels and remote hosts, offering tools for host inventory, file operations, security scanning, and SSH configuration.

Go MCP Server List

由社区创建的 Go MCP 服务器集合