发现优秀的 MCP 服务器

Kolada MCP Server

用于 Kolada 的 MCP 服务器。

Tuba Workflow MCP Server

This MCP server bridges to the Tuba.ai platform, enabling programmatic control of AI vision workflows through callable tools such as running workflows, checking status, fetching results, and updating workflow blocks.

drawio-parser-mcp

Validates and parses Draw.io XML syntax, enabling analysis and verification of diagram structures, especially for AI-generated content.

LLMDoc

MCP server for semantic search across llms.txt documentation sources, with hybrid two-stage retrieval and automatic background refresh.

Quantitative Researcher MCP Server

提供用于管理定量研究知识图谱的工具，从而能够对研究项目、数据集、变量、假设、统计检验、模型和结果进行结构化表示。

AIMLPM/markcrawl

Crawl any website into clean Markdown, search through pages, read full content, and extract structured data using OpenAI, Claude, Gemini, or Grok — with auto-citation and resume support.

SHEARLINE

A free, MIT-licensed MCP server that provides AI agents with analyst-grade US severe-weather tools, including live warning polygons, SPC outlooks, radar-derived hail and rotation products, and a composite threat brief.

COMSOL MCP Server

MCP Server for COMSOL Multiphysics simulation automation via AI agents.

BSL MCP Server

Enables analysis of BSL/OS files using the BSL Language Server, providing diagnostics and code formatting.

mcp-kubernetics

Enables Kubernetes cluster introspection via MCP tools, such as listing pods, namespaces, nodes, and events.

uuid-mcp

Enables generation of random UUIDs (version 4) through a simple MCP tool.

plane-mcp

An MCP server for the Plane project management platform that enables users to manage workspaces, projects, and work items. It supports full CRUD operations for issues while providing access to cycles, modules, labels, and workflow states.

zettelforge

ZettelForge is an agentic memory system for cyber threat intelligence that extracts CTI entities, resolves aliases, and builds a knowledge graph, serving past investigations to analysts and Claude Code via MCP.

Eyes-MCP

A research MCP server that enables AI agents to query the internet using multiple sources like SearXNG, GitHub, Reddit, and YouTube, and returns synthesized answers with citations.

mcp-server-docker

Provides a secure MCP interface to execute commands inside Docker Compose service containers, with real-time output capture and configurable timeouts.

MCP with Gemini Tutorial

使用 Google Gemini 构建 MCP 服务器

Ligis-Link-mcp

Construction trade compliance MCP server. Covers electrical, plumbing, HVAC, welding, roofing, gas fitting, solar and more across Australia, UK, USA, Canada and EU. 8 tools (3 free, 5 pro): compliance checking, cable sizing, RAMS generation, safety checklists, material compliance verification and inspection requirements. Works in Claude Desktop, Cursor, Windsurf and any MCP client.

GitHub MCP Server

镜子 (jìng zi)

Whissle MCP Server

一个基于 Python 的服务器，提供对 Whissle API 端点的访问，用于语音转文本、说话人分离、翻译和文本摘要。

MCP Partidos de Fútbol

A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.

pubmed-search

MCP server for PubMed search and literature summarization

mysql-mcp-server

Enables MySQL database operations through MCP, including executing SQL queries, listing databases and tables, and describing table structures.

basecamp-mcp

MCP server exposing Basecamp CLI commands as tools for project management, todos, messages, and more.

Qanat Goose MCP Extension

Integrates Square sandbox catalog and orders management with voice commands (via ElevenLabs) and hand gesture controls (via MediaPipe) through an interactive seller dashboard in Goose Desktop.

Trailmark MCP Server

Provides a standalone MCP interface for analyzing and querying code repositories using Trailmark, supporting multiple graphs and snapshot management.

Scout MCP Server

Enables web search, scraping, extraction, and crawling through an MCP interface, allowing coding agents to access real-time web data.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly invoke knowledge retrieval and reasoning capabilities.

SF Cleaning Service

Enables booking cleaning services in San Francisco by collecting customer details and automatically sending booking requests via email to service partners.

Cloudflare WAF MCP Server

Enables management of Cloudflare Ruleset Engine and WAF configurations through zone/account operations, ruleset management (add/update/delete rules), and access to Cloudflare documentation. Supports multi-zone and multi-account environments with built-in safety considerations.