发现优秀的 MCP 服务器

memory-lancedb-mcp

Enables AI agents to store and recall persistent long-term memories across sessions using LanceDB, with semantic search, automatic linking, conflict detection, and maintenance tools.

MCP Email Service

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

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。

mcp-confluence

Enables searching, reading, listing, creating, and updating Confluence pages via natural language in GitHub Copilot.

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.

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.

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.

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.

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.

JLink MCP Server

An MCP server that provides comprehensive debugging capabilities for J-Link debuggers, enabling memory, flash, register, and RTT operations through AI assistants.

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.

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.

skrape

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

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.

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.

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。

MCP GitHub

使用 GitHub MCP 服务器创建的存储库。

agent-deploy-dashbaord

Unified deployment dashboard MCP server for AI agents. 9 tools to manage services across Vercel, Render, Railway, and Fly.io — deploy status, logs, service listing, environment variables, rollback, and health checks from one endpoint. Free tier: 50 requests/IP/day.

Pandora's Shell

MCP 服务器启用 AI 助手，通过安全 shell 接口执行终端命令。

Memory MCP Server

镜子 (jìng zi)

DOI Citation Verifier

Prevents citation hallucination by verifying academic citations against CrossRef's database of 150+ million publications before they can be mentioned, ensuring every citation includes a valid DOI.

EduPilot

A multi-agent AI tutor that delivers personalized lessons, resolves doubts with RAG, generates quizzes, and tracks progress, all accessible via MCP for Claude Desktop.

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.

Zendesk MCP Server for Heroku

Enables interaction with Zendesk Support for managing tickets, comments, and filtering via the Model Context Protocol. It allows LLMs to perform actions like creating, updating, and listing support tickets through natural language in a Heroku-native environment.

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.

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。