发现优秀的 MCP 服务器

Harvest MCP Server

A Model Context Protocol server that integrates with the Harvest API v2, enabling time tracking management including listing, creating, updating, and deleting time entries, as well as managing projects, tasks, users and generating reports.

Mnemograph

A persistent, event-sourced knowledge graph MCP server for AI coding agents that enables semantic search, tiered context retrieval, and git-based version control of AI memory.

IntelliGrid EnergyPlus MCP Server

Exposes EnergyPlus building simulation tools as MCP endpoints, enabling LLMs to run closed-loop energy optimization while maintaining occupant comfort.

RescueTime MCP Server

Provides Claude access to RescueTime productivity data, enabling users to query daily summaries, top activities, category breakdowns, and productivity trends through natural language.

n8n-MCP

Provides AI assistants with comprehensive access to n8n's 525+ workflow automation nodes, including documentation, properties, operations, and 2,500+ templates. Enables creating, validating, and managing n8n workflows through natural language.

Task Manager MCP Server

Exposes a FastAPI task management REST API as MCP tools, enabling an LLM client to list, create, get, complete, and delete tasks via natural language.

MCP Chat Demo

一个演示与模型上下文协议 (MCP) 服务器集成的示例聊天应用程序

mermaider

Validates Mermaid diagram syntax using a persistent browser for fast, reliable checks.

lucid-mcp

AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs, and MySQL databases. Understand business semantics. Query with natural language.

Geektastic MCP Server

A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabling management of statblocks, campaigns, lore entries, and adventure modules through MCP clients.

BloodHound MCP

一个扩展程序，允许大型语言模型通过自然语言查询与 Active Directory 环境交互并进行分析，而无需手动编写 Cypher 查询。

claude-code-session-mcp

MCP server that provides read-only analysis of Claude Code session transcripts, enabling queries about project activity, session details, and tool usage.

lmstudio-mcp

Enables diagnosing, testing, benchmarking, and deliberately controlling LM Studio through a local-only MCP stdio server, with mutations disabled by default and evidence-based capability verification.

mcp-medusa

Exposes Medusa anime automation tools for adding anime and querying seasonal anime via MCP.

Quick-start Auto MCP

A tool that helps easily register Anthropic's Model Context Protocol (MCP) in Claude Desktop and Cursor, providing RAG functionality, Dify integration, and web search capabilities.

mcp-starter

A minimal MCP server demonstrating tools, resources, and prompts for managing notes, with a simple notes app that supports adding, listing, deleting notes and summarizing them.

BlenderMCP

Connects Blender to AI assistants like Claude for prompt-assisted 3D modeling, scene creation, rendering, and automation.

Swagger MCP Bridge

Turns any SpringDoc-powered Spring Boot API into a production-ready MCP gateway, exposing existing controllers as safe MCP tools with discovery, validation, response shaping, and workflow orchestration.

Interviewer MCP

A technical interviewer that ingests GitHub repos, teaches you your own code, and conducts mock interviews with persistent memory of your weak spots.

servicedesk-plus

MCP server for ManageEngine ServiceDesk Plus that lets AI agents list, search, create, update, and manage help desk tickets and technical notes in real-time.

repo-template

一个用于 Python 包智能的“模型上下文协议”（MCP）服务器，为 PyPI 包和 GitHub 仓库提供结构化查询。其功能包括依赖关系分析、版本跟踪以及包元数据检索，以便与大型语言模型（LLM）进行交互。

mcp-openalex

MCP server for the OpenAlex scholarly database, providing AI agents with tools to search and retrieve academic works, authors, and institutions via natural language queries.

gdbmcp

Attaches to a running C++ process and exposes tools to inspect live memory via a resident GDB subprocess, enabling LLMs to read fields, follow pointers, and access STL containers without modifying target code.

exa-mcp-server-for-operit

An Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.

fred-mcp-server

An MCP server that provides access to the full FRED API (Federal Reserve Economic Data), including the Maps API for regional and geographic data.

tone MCP server

Enables AI tools to create and update tasks on tone, a team task management service for humans and AI.

MTG Card Lookup MCP Server

Enables fuzzy lookup of Magic: The Gathering cards by name using the Scryfall API, returning card details including type, oracle text, mana value, and images.

MCP Servers

模型上下文协议 (MCP) 服务器集合及设置说明

Faker MCP Server

Generates realistic, context-aware synthetic data for AI agents to populate databases, mock APIs, and create test scenarios without exposing real PII.

Firecrawl MCP Toolkit

A high-performance, asynchronous MCP server that provides comprehensive Google search and web content scraping capabilities through the Firecrawl API, designed for LLMs to retrieve external information efficiently.