发现优秀的 MCP 服务器

Met Museum MCP Server

一个 MCP 服务器，允许用户向 AI 模型提问，以探索大都会艺术博物馆的藏品。并将发现的艺术作品作为资源添加到服务器上。

shebang-mcp

An MCP server and CLI for hosting pages, sharing files, creating short links, running Postgres databases, and managing API keys through a single shebang.pro account key.

memvid-mcp-server

Encodes text data into videos for fast semantic search using memvid.

cc-switch-websearch

Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG instance, enabling AI assistants like Claude Code to perform web searches without a premium API key.

MCP Remote Code

Enables agent-style remote development over SSH with file operations and command execution, exposing native tools for searching, editing, and transferring files on remote machines.

openclaw-mcp-bridge

A smart bridge that aggregates multiple MCP servers under a single interface, providing relevance filtering and optional caching for efficient tool selection and execution.

MCP Advbox Server

Enables AI agents to interact with the Advbox legal management system, supporting operations on clients, lawsuits, tasks, and financial transactions.

AI Assistant MCP Server

MCP server providing tools to chat with an AI agent, fetch weather data, and monitor agent status via the Model Context Protocol.

graylog-mcp

Enables querying Graylog log management system for messages using natural language, supporting multiple instances and flexible search parameters.

MCP TTS VOICEVOX

VOICEVOX MCP 服务器 (VOICEVOX MCP fúwùqì)

ableton-mcp

Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowing pair-programming-style collaboration for musicians.

tokportal-cli

Command-line interface for the TokPortal API, enabling users to programmatically create, configure, and publish social media bundles across TikTok, Instagram, and YouTube.

mcp-weather

A Model Context Protocol (MCP) server built with the mcp-framework to provide weather-related tools and data to AI clients. It enables integration of weather capabilities and custom tools into the MCP ecosystem for use with platforms like Claude Desktop.

production-master-mcp

MCP server for the Production Master incident-investigation service, enabling any MCP client to drive investigations via tool calls with pass-through authentication.

paas-automation

AI驱动的PaaS平台任务自动化MCP服务器，支持通过自然语言创建、查询、更新开发任务，自动管理认证和Token。

local-llm

MCP server that lets Claude Code delegate trivial, standalone questions to a local Gemma 4 model via llama.cpp, saving paid tokens.

Databases MCP Server (Access and SQLite 3)

Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.

Knowledge Graph MCP Server

An MCP server for tracking student learning via a knowledge graph, with spaced repetition scheduling and intelligent queries to identify gaps, misconceptions, and optimal next steps.

SSH Linux Control

Enables remote Linux VM management via SSH with automatic safety checks for destructive commands, supporting password authentication and sudo operations.

cic-mcp-gateway

Compiles and routes context from trust-domain sources (session, workdir, knowledge, shared) into unified, trust-tagged context envelopes for agents, without storing any data itself.

MCP Wolfram Alpha Server

使用 Wolfram Alpha API 的 MCP 服务器。

Sky Windows Remote Executor

Enables remote execution of commands, file operations, screenshots, and clipboard access on Windows machines through MCP tools.

AgentPrism Workflows

Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — over real coding agents (Claude Code and OpenAI Codex), with deterministic journaling, resume, token budgets, and git-worktree isolation.

goetta-finance

A local-first MCP server that connects SimpleFIN bank accounts to Claude, storing data in a local DuckDB file and providing a web dashboard.

Project Tango

A local-first Model Context Protocol server that provides LLM agents with structured access to e-commerce data (products, inventory, orders, sales analytics) using a realistic mock dataset, zero configuration, and a swappable DataProvider interface for live APIs.

MCP Image Server

An intelligent MCP server that searches for images, labels them, combines them into a composite image, and uses Google's Gemini 2.0 Flash AI to select the best match for your query.

mcp-production-kit

A production-ready MCP server template with OAuth 2.1, RBAC, and audit logging for building secure, observable tool servers.

Blocksize Market Data

Read-only MCP server for Blocksize market data discovery, pricing, documentation, and x402 endpoint lookup across crypto, equities, FX, and metals.