发现优秀的 MCP 服务器

Carrefour Drive MCP

MCP server for Carrefour Drive (carrefour.fr) that lets AI agents search the French grocery catalog, manage a shopping cart, book pickup/delivery slots, and access account data like loyalty points and receipts.

SIP News MCP

Enables AI assistants to search and read official news from the Luxembourg government press service (SIP) with tools for keyword search, semantic search, browsing latest news, and fetching full articles.

Envato Downloader API1

Provides access to download files from Envato Elements platform by URL through the Envato Downloader API.

apple-books-mcp

Enables AI clients to read and write local Apple Books library, collections, and annotations. Supports searching, exporting, and modifying books and highlights via MCP tools.

cegid-mcp

Open-source MCP server that exposes Cegid APIs (accounting, third parties, documents, HR) as tools for LLM agents via the Model Context Protocol. Currently in early bootstrap phase with core structure in place.

gremlin-mcp

An MCP server that gives an agent terminal and file-management capabilities, including running shell/Python commands, searching and reading files, and creating/editing/deleting files and folders.

Figma API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Figma REST API, auto-generated using AG2's MCP builder.

skyspark-mcp

Enables AI assistants to interact with SkyFoundry SkySpark building automation data via the Model Context Protocol. It allows users to evaluate Axon expressions, perform CRUD operations on records, and manage project functions through a comprehensive suite of 21 tools.

MCP Geo Location Demo

A server that enables AI models to access user geolocation information via EdgeOne Pages Functions through the Model Context Protocol.

saferagenticai-mcp

MCP server exposing the Safer Agentic AI safety framework: 238 patterns + 14 operational heuristics via 12 read-only stdio tools.

ContextForge

Federates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability, optimizing agent and tool calling with plugin support.

aterm

一个终端 LLM 聊天应用，支持 Langchain 工具和 MCP 服务器。

Context7 Key Rotator MCP

Enables querying Context7 V2 documentation through resolve-library-id and query-docs tools, alternating between two API keys and retrying when a key is blocked.

MCP-Orchestrator

Manages AI agent workflows through a state machine and Git branches, enforcing isolated phases and audit trails via SPEC, PLAN, and AGENTS files.

super-mcp

A gateway that aggregates multiple MCP servers into a single endpoint, namespacing their tools and forwarding calls, so an agent connects to one MCP to access the entire stack.

Supabase Management MCP Server

MCP tools for managing your self-hosted Supabase instance. Combines Edge Function CRUD, migration management, log monitoring, and Studio MCP proxy into a single endpoint.

CallLens

Enables analyzing call transcripts, scoring dimensions against declarative rubrics, and listing rubrics, for evidence-backed conversation evaluation.

gmail-mcp-server

Enables Claude to read and manage your Gmail account, including listing, searching, sending, drafting, replying to, archiving, labeling, and trashing emails via the Gmail API.

ghost-in-the-droid

Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.

🧨 Minesweeper MCP Server 🕹️

一个用于玩扫雷的 MCP 服务器

erdlens

MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeORM, or SQLAlchemy, generates a Mermaid ER diagram, and writes it into your documentation, with drift detection to keep diagrams up-to-date.

Langflow MCP Server

MCP Server for interacting with the Langflow API via a natural language interface. It exposes Langflow functionalities as tools for LLMs.

MCP Waifu Queue

一个 MCP 服务器，它使用文本生成服务实现了一个对话式 AI “老婆” 角色，并采用 Redis 队列和 GPU 加速。 (Alternatively, a slightly more literal translation:) 一个 MCP 服务器，它实现了一个会话式 AI “老婆” 角色，该角色使用文本生成服务，并结合了 Redis 队列和 GPU 加速。

x402 MCP Proxy

A local MCP proxy that connects to remote MCP servers and automatically handles x402 payments, signing USDC on-chain when a tool returns HTTP 402.

Omi Memories MCP Server

一个模型上下文协议服务器，允许通过工具界面访问来自特定用户帐户的 Omi 记忆。 Or, a slightly more formal translation: 一个模型上下文协议服务器，它允许通过工具界面访问来自特定用户账户的 Omi 记忆数据。

nim-mcp

Enables interaction with NIM Labs project tracking through a standardized MCP interface, supporting project management tasks like reading, verifying, migrating, and rolling up NIM projects alongside other trackers.

Cerebras Code MCP Server

This MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.

mcp-openproject-standalone

Enables Cursor IDE to directly interact with OpenProject through the Model Context Protocol, supporting CRUD operations on projects and work packages.

Locust MCP Server

一个集成了 Locust 负载测试功能和 AI 驱动的开发环境的服务器，允许用户通过自然语言命令运行性能测试。

LinkedIn MCP Server

Provides comprehensive access to LinkedIn data through HarvestAPI, enabling profile searches, company information retrieval, job searches, post interactions, and group discovery.