发现优秀的 MCP 服务器

crawlgraph-mcp

MCP server for the CrawlGraph backlink-intelligence API. Gives any MCP client - Claude Desktop, Claude Code, Cursor, Cline, Zed, Windsurf - backlink lookups and competitor gap analysis built on the public Common Crawl webgraph (4.4B edges, 120M domains).

MCP Email Service

Enables sending emails (including mass emailing), querying, updating, and canceling delayed emails via the Resend API.

phylokit-mcp

Phylogenetic inference server driving IQ-TREE 2, always returning per-clade bootstrap support plus model selection, tree comparison, and alignment simulation, with detailed diagnostics like conflicting clades and model uncertainty.

Vilnius Transport MCP Server

通过模型上下文协议，使大型语言模型能够访问维尔纽斯公共交通站点和线路的实时数据。

Remote MCP Server with GitHub OAuth

Enables remote MCP connections with GitHub OAuth authentication, providing tools like add, userInfoOctokit, and image generation (restricted) deployed on Cloudflare Workers.

CNAP内置功能

GitLab MCP 服务器实现 (This is a direct translation. Depending on the context, "MCP" might need further clarification. For example, if it refers to a specific GitLab feature or project, a more nuanced translation might be required.)

LinkedIn MCP Server

Lets an AI assistant operate LinkedIn through an authenticated browser session, enabling profile management, posting, networking, messaging, job search, and automated applications.

YouTube Researcher MCP Server

An MCP server for researching YouTube niches. It searches videos, fetches metadata, calculates engagement metrics, downloads thumbnails, and produces aggregate niche statistics for analysis.

eurlex-mcp-server

Enables searching and retrieving EU legal documents (regulations, directives, court decisions) via the EUR-Lex Cellar API, supporting full-text search, metadata, citations, and consolidated versions without requiring an API key.

pptx-mcp-server

MCP server for creating, reading, and editing PowerPoint (.pptx) presentations.

easypanel-mcp

MCP server for EasyPanel that enables AI agents to manage servers, projects, services, databases, and domains via 40 curated tools or raw tRPC access to all 347 API procedures.

K-Personal MCP

A personal desktop automation MCP server providing tools for screen/mouse/keyboard control, Windows UI automation, headless browser automation, file management, app execution, clipboard management, and a personal SQLite database for todos, notes, and habits.

FreeMCP for Figma

Enables AI coding agents to read and write a user's Figma file through the Figma Plugin API, offline and privately, without API tokens or rate limits.

SchemaFlow MCP Server

Provides AI-IDEs with real-time access to PostgreSQL and Supabase database schemas through the Model Context Protocol, enabling smarter code generation in tools like Cursor, Windsurf, and VS Code + Cline.

Fizzy MCP Server

Enables AI agents to interact with the Fizzy task management tool through 40 specialized tools for managing boards, cards, and comments. It supports comprehensive task operations including card creation, triaging, and user assignments with built-in retry logic and secure authentication.

MCP PyODBC Server

一个轻量级的 MCP 服务器，它可以通过 ODBC 连接实现数据库访问和查询，并特别支持 Virtuoso DBMS 的特性，例如 SPARQL 和通过自然语言提供 AI 辅助。

CSV Insight & Cleaner MCP

Minimalistic MCP server that lets AI assistants inspect, quality-check, and clean CSV datasets through tools, resources, and prompts, without needing local file access.

Memory MCP Server

镜子 (jìng zi)

Weather MCP Server

Provides AI assistants with tools to retrieve current weather, 7-day forecasts, and city-to-city weather comparisons using the Open-Meteo API. It features specialized resources for weather data and prompts for generating weather summaries without requiring an API key.

betrieb-mcp

MCP server that gives AI agents controlled access to a building services company's daily operations, including customer records, scheduling, and offer calculations. All write operations are protected by a two-stage approval mechanism with time-limited tokens to prevent unauthorized changes.

Bricolage

An agentic system that turns free-tier cloud resources into working outcomes. It orchestrates six specialist agents to plan, acquire, and assemble free services into deployable applications.

Thai Toolkit MCP

An offline MCP server offering Thai-specific utilities for AI agents, including ID validation, baht text conversion, date handling, VAT calculation, phone formatting, and province lookup.

discord-mcp

一个模型上下文协议（MCP）服务器，用于 Discord 集成，与像 Claude Desktop 这样兼容 MCP 的应用程序一起使用。

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

skrape

Converts any webpage into clean, LLM-ready Markdown using the skrape.ai API. Enables easy integration of web content into LLMs like Claude.

Expo Docs MCP Server

Provides access to Expo documentation with advanced search, full content retrieval, section browsing, API references, and quick start guides.

tin-canMCP

A prescriptive template for building large MCP servers (20+ tools) organized as a tiered catalog with a broker, exposing exactly 7 tools to AI clients regardless of catalog size.

ipsymcon-mcp-server

Enables Claude/agents to read, control, and develop IP-Symcon home automation systems via JSON-RPC, including object tree navigation, variable reading, device switching, and PHP script management.

Web Resurrect MCP Server

Enables AI assistants to resurrect expired domains by fetching archived URLs, scraping content from the Wayback Machine, and rewriting pages using AI. It provides comprehensive tools for SEO enrichment, AI image generation, and automated publishing to WordPress sites.

FEP Agent Hub

Enables evidence-first CAE automation on Windows through local MCP servers for FreeCAD, Elmer FEM, and ParaView, supporting validated workflows from CAD to simulation and post-processing with a shared safety and evidence runtime.