发现优秀的 MCP 服务器

OHM-MCP

AI-powered Python refactoring assistant that provides AST-based code analysis, SOLID violation detection, dead code elimination, type safety analysis, performance optimization, and automated refactoring with rollback capabilities.

JACTUS MCP Server

Enables AI assistants like Claude to discover, validate, and simulate all 18 ACTUS financial contract types using JACTUS, with tools for contract simulation, risk computation, and portfolio analysis.

Zurich Open Data MCP Server

An MCP server providing AI-powered access to Open Data from the City of Zurich, enabling queries to 900+ datasets, real-time environmental and mobility data, geodata, parliamentary proceedings, and more.

unifi-mcp

Read-only MCP server that surfaces UniFi network data from a UCG-Fiber console to Claude, enabling monitoring of hosts, sites, devices, clients, ISP metrics, and device stats via read-only API tools.

ZeroCode Ventures MCP Server

Enables AI assistants to provide information about ZeroCode Ventures' AI solutions for Dutch SMBs, including industry-specific advice, pricing, and savings calculations.

Feishu MCP Gateway

A Cloudflare Workers-based remote MCP gateway that securely bridges Feishu official MCP to MCP clients like ChatGPT, using OAuth-authorized user tokens for accessing and managing personal Feishu documents.

Lichess MCP

Connects Claude to Lichess for playing chess games, analyzing positions with Stockfish cloud evaluation, and solving puzzles. Supports real-time gameplay including moves, challenges, draw offers, and accessing user profiles and game history.

1inch Cross-Chain Swap MCP Server

An MCP server that enables cross-chain token swapping between different blockchains using 1inch Fusion+ API, along with portfolio management tools for tracking assets across chains.

Codebase MCP Server

Provides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.

mcp-synaptic

A memory-enhanced MCP server with RAG database and expiring memory capabilities, enabling AI systems to store and retrieve memories and documents with semantic search.

pik-mcp

Exposes the OLX.ba marketplace API as MCP tools, enabling LLM clients to authenticate, browse and manage listings, read categories/attributes/locations, and run sponsorship/discount actions.

Text2SQL MCP Server

Converts natural language questions into SQL queries and executes them against SQLite databases, returning results as tables or strings.

OpenAI Universal MCP Server

Provides a standardized interface for interacting with OpenAI's tools and services through the Model Context Protocol, enabling seamless integration with MCP-compliant applications.

sangsang-lite-mcp

An MCP server for analyzing creative ideas through a series of diagnostic tools, designed for prototyping and submission to PlayMCP.

squish-mcp

Enables AI agents to run and create Squish test scripts and test suites and analyze the results.

hive-mcp-backup

Snapshot and backup service for the A2A network, storing agent payloads as content-addressed blobs with SHA-256 integrity and metered access via x402.

GhostInTheShell MCP

A sandboxed, read-only MCP server that safely exposes system metrics, container diagnostics, and logs to AI agents with intelligent context compression and strict security measures.

MCP MiniMax Music Server

Enables AI agents to generate music and audio content using the MiniMax Music API through text prompts, with support for reference audio and lyric generation.

MCP MySQL Server

Provides read-only access to MySQL databases, enabling schema inspection, table listing, and execution of SELECT queries through the Model Context Protocol.

High-Performance File System MCP Server

A secure, Dockerized MCP server enabling AI assistants to perform file and directory CRUD operations like read, write, edit, search, and manage local files via natural language.

mcp-serverTest

mcp-serverTest

argo-didup-mcp

MCP server for the Argo (Italian school) portal, enabling grade checking and other interactions via natural language and a Telegram bot.

Copick MCP Server

Enables read-only exploration of Copick cryo-ET projects and discovery/validation of copick CLI commands for building processing pipelines.

PatrowlIntelMCP

Exposes PatrowlIntel vulnerability intelligence (CVEs, EPSS, CISA KEV, public exploits, trending attacks) via MCP tools like search_cves, get_cve, and list_trending_attacks.

slide-mcp

An MCP server and CLI that lets AI agents generate native PowerPoint decks with slides, tables, and speaker notes.

📬 mcp-index

将 MCP 服务器编入索引到 mcprepository.com 的 CLI 工具

Grafana MCP Server

A server that enables AI assistants to access and query Grafana dashboards, metrics, logs, and configurations through an MCP protocol interface.

Waroom MCP

A Model Context Protocol (MCP) server that enables interaction with Waroom API to retrieve incident information and postmortem details through a standardized protocol.

claude-news

Claude Real Time News Popy21/claude-news-mcp https://claudenews.online/api/mcp

yandex-direct-mcp

An MCP server for Yandex Direct advertising API, providing ~80 tools to view and modify campaigns, keywords, budgets, and stats with safe write access.