发现优秀的 MCP 服务器

Digital Brain MCP

A persistent long-term memory system that enables AI clients to store and recall notes, code, and research via semantic search. It utilizes Google Gemini embeddings and Supabase pgvector to provide a secure, searchable 'Second Brain' for MCP-compatible applications.

Ledger MCP Server

一个 MCP 服务器，允许通过 Claude 访问和管理账本文件，并提供账户列表、余额查询和交易记录查看功能。

mcp-devops-onpremise

MCP server for on-premises Azure DevOps that lets AI assistants browse repositories, review pull requests, manage work items, and interact with wikis, with NTLM authentication support.

gemini-grounded-search

MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search grounding for current information retrieval.

scratch-mcp

Enables AI agents to create, compile, and run Scratch projects by editing plain text and using a live editor loop.

Update Night MCP

Provides tools for AI assistants to search and explore the Update Night catalog of AI development tools, including agent frameworks, skills, and MCP servers. Enables querying entries by category, fetching detailed entries, and browsing recent news.

Cycode

Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning

Neon MCP Server

Enables managing Neon projects, databases, and running SQL queries through natural language via Model Context Protocol.

Beale-CC

Local MCP server that bridges Beale research workspaces to Claude Code, providing typed memory, workspace search, revisioned runbooks, and research profile context via a stdio plugin.

UnrealEngine Bridge

A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP tools for scene manipulation, asset management, and blueprint control. It enables real-time perception and editor automation using the Remote Control API and file-based protocols.

Proxmox MCP Server

Enables management of Proxmox VE environments, including VMs, containers, storage, and cluster operations through natural language.

weather-mcp-server

A Python MCP server that provides current weather conditions and multi-day forecasts for cities worldwide using the Open-Meteo API. It exposes tools to get current weather and forecasts without requiring an API key.

MCPify

Provides instant access to MCP development documentation, best practices, production checklists, common mistakes, architecture patterns, and testing strategies to help developers build production-ready MCP servers.

Lunch Money MCP Server

A Model Context Protocol server that allows AI assistants to interact with Lunch Money accounts, enabling management of transactions, categories, budgets, and other financial data through natural language commands.

gatepass-server

Minimal in-memory Node.js server for the Gatepass gate-control prototype, exposing a REST API and an MCP tool (open_gate) to manage shared gate state.

MCP Discord Agent Communication

An MCP server that enables AI agents to send notifications and request user input via Discord during long-running tasks. It allows users to remotely interact with their AI assistants and provide feedback through the Discord messaging platform.

Example MCP Server + Client Implementation

一个 MCP 服务器（使用虚拟 API）和基本客户端的演示实现。

moviefinder-mcp

An MCP server that wraps The Movie Database (TMDB) API, enabling search for movies and TV shows, retrieval of movie details, recommendations, similar movies, trending content, streaming providers, and movie discovery.

weibo-hot-search-mcp-server

MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Streamable HTTP.

Xcode MCP Server

A server that acts as a bridge between Claude and local Xcode projects, enabling AI-powered code assistance, project management, and automated development tasks without exposing your code to the internet.

Residue Token Market (RTM)

Enables autonomous agents to discover and bid on unused LLM token quota through a machine-to-machine secondary exchange protocol. It utilizes a Proof-of-Residue handshake to verify compute capacity and facilitate the real-time acquisition of verified residue tokens.

sabit-mcp

Enables AI agents to verify email addresses through a multi-signal probabilistic pipeline, returning confidence scores and honest statuses (safe/risky/invalid/unknown) with evidence.

users-mcp

A user management MCP server that enables CRUD operations on users stored in a JSON file, with random user generation using Faker.

GIT Cidadão (PR): Multas

Read-only MCP server for consulting traffic fines (multas) from the official GIT Cidadão (PR) source, accessible via pre-paid credits and any MCP-over-HTTP client.

cnpjaberto

MCP server for querying Brazilian CNPJ company data, including partner graphs, address/contact joins, CNAE statistics, and national/annual overviews.

Meta MCP Server

Connects AI assistants to Meta's business platforms (Facebook, Instagram, Threads, Ads, Commerce) with 200 tools for publishing, engagement, analytics, ads, and commerce management.

Music Assistant MCP

Enables natural language control of Music Assistant home audio system, including playing music, controlling playback, adjusting volume, and managing queues, with intelligent player and provider resolution.

MDS MCP

A lightweight MCP server that exposes read-only Cisco MDS NX-OS show commands as tools, allowing LLM clients to inspect SAN fabric in plain language.

apex-memory

Persistent memory for AI coding agents. Enables agents to save and recall decisions, patterns, bugs, and context across sessions via an MCP server with local SQLite storage.

dino-markets-mcp

Bridges matched Kalshi and Polymarket prediction-market data to AI agents via MCP, enabling market lookup, cross-venue spread analysis, and arbitrage detection.