发现优秀的 MCP 服务器

Father-MCP

一个MCP服务器，使AI模型能够实现模型上下文协议，并提供完整的工具和文档。

AppCan Helper MCP Server

Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through natural language queries.

@kazuph/mcp-pocket

🔗 用于从 Pocket API 检索已保存文章并将其加载到 Claude 中的模型上下文协议 (MCP) 服务器

Victorian Council Bin Lookup

Local MCP server for checking council bin collection dates from a residential address.

Agent-MQ

agent-mq is a message queue that enables AI coding agents to communicate with each other across sessions and machines. Agents can send messages, delegate tasks, and coordinate work — all through MCP tools. Supports Claude Code, Cursor, Codex, OpenClaw, and any MCP-compatible tool. UUID-based authentication with per-user data isolation. Self-hostable with Docker.

Coolify MCP Server

通过标准化接口与 Coolify 应用程序和资源进行交互，支持应用程序管理操作，例如列出、启动、停止、重启和部署。

Qwen3 MCP Server

A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full coding agent capabilities including 80+ tools for file operations, command execution, git, web search, memory, planning, and a full skills system.

Noesis MCP Server

Provides persistent, cross-session memory for AI agents using a wave-based scoring system that surfaces relevant knowledge across sessions.

Cloud Video Intelligence API MCP Server

This server enables interaction with Google's Video Intelligence API for advanced video analysis, auto-generated using AG2's MCP builder to provide a standardized multi-agent interface.

Models PLUS

Provides comprehensive AI model metadata through MCP, enabling search and filtering of 100+ AI models by capabilities, pricing, context length, and provider specifications.

Bluesky MCP Server

A Model Context Protocol server that connects to Bluesky and provides natural language tools to interact with the ATProtocol, enabling feed fetching, post management, search, and profile analysis.

mise-en-space

An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.

TypeScript MCP Server Boilerplate

A starter project for quickly building Model Context Protocol servers using TypeScript and the official SDK. It includes example tools and resources to demonstrate core MCP functionality like arithmetic operations and system information retrieval.

expert-factory

Builds a queryable knowledge graph from a pack of repos, papers, and notes, and serves it to agents via MCP, enabling search, source reading, and neighbor exploration.

Atlas MCP Server

Provides an enterprise-grade AI-powered pipeline with 33 professional tools for code analysis, migration, testing, and more, integrated with modern IDEs like Cursor and VS Code.

carechronicle-mcp

Enables LLMs to interact with clinical patient records using tools for document ingestion, structured conversion, patient profiling, record listing, search, and secure Q&A over patient documentation.

ai-backend-performance-mcp

Enables AI agents to perform read-only static analysis of Node.js backend projects, detecting database query anti-patterns, async bottlenecks, connection pooling mistakes, and dependency hygiene issues while returning structured evidence-backed findings.

shangda-skill

An MCP server that automates B2B deal matching: publish supply/demand, AI-driven cruise matching, and agent-based negotiation, with real-time notifications and reputation tracking.

Apple Reminders MCP Server

Enables native integration with Apple Reminders on macOS, allowing you to create, list, complete, and manage reminders through natural language.

secureFlows MCP Server

Cloud-deployable MCP server exposing secureFlows' OpenAPI operations (tagged ai-safe/ai-optional) as MCP tools, plus static helper tools like login URL building and integration linting for coding agents.

MolMIM MCP Server

Enables molecular generation, optimization, and analysis through NVIDIA MolMIM API. Supports generating drug-like molecules with desired properties, extracting molecular embeddings, and exploring chemical space around seed molecules.

Claude Team MCP

A Model Context Protocol (MCP) server that turns multiple AI coding agents into a coordinated team that chats, debates, remembers, audits security, and works in parallel on the same project.

MCP Testing Assistant

Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.

Reddit MCP Server

Enables AI agents to search, monitor, and analyze Reddit's communities and discussions through authenticated API access with intelligent caching and rate limiting.

TimeReverse

Provides verifiable, append-only context handoffs for Codex and MCP clients, enabling memory persistence and resume across chat sessions.

Synergic APIs MCP Server

MCP server providing official US economic data including CPI inflation, famous prices, national debt, and Treasury interest rates. Enables AI agents to query historical and latest economic statistics via natural language.

DB Schenker Shipment Information MCP Server

Enables users to retrieve and structure shipment tracking information from DB Schenker's website using natural language queries.

excel-mcp-server

An MCP server that lets LLMs explore Excel workbooks by reading cells, ranges, and evaluating formulas with live computed values via HyperFormula.