发现优秀的 MCP 服务器

vmware-vdi

MCP server for managing VMware Horizon VDI environments via the Horizon 8 REST API, enabling AI agents to monitor sessions, manage pools, and perform operations like logoff, reset, and image push with safety previews and audit logging.

Formath MCP

Enables extraction of mathematical content from TeX papers and conversion to Lean code through a structured intermediate representation. Supports project scaffolding, entity management, and task tracking for mathematical formalization workflows.

atomno-mcp-zakupki

MCP server for Russian government procurement data that enables AI assistants to search tenders, get detailed cards, and analyze customer/supplier history.

endnote-mcp

Connect your EndNote reference library to Claude AI. Search references, read PDFs, format citations, find related papers, and generate bibliographies directly in Claude Desktop conversations.

propresenter-mcp

A comprehensive MCP server providing full control over ProPresenter presentations, media, playlists, and stage displays via the ProPresenter API. It implements over 200 endpoints to enable detailed automation and interaction through natural language commands.

Origin Pro MCP Server

Enables AI assistants to control OriginLab Origin Pro via COM automation for data analysis, graphing, and styling, with real-time GUI updates.

mcp-weather-server

Provides real-time weather, 5-day forecasts, and weather alerts for US states via NWS and WeatherAPI.com, accessible through natural language queries.

multi-gmail-mcp

Lets Claude Desktop manage multiple Gmail accounts simultaneously, supporting search, read, send, reply, and label organization via MCP tools.

DART 재무제표 분석 MCP 서버

DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와 대시보드로 생성합니다.

webpage screenshot mcp

Captures screenshots of web URLs or local HTML files using Playwright Chromium and exposes them as resources.

ai-review

Enables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.

bamboohr-mcp

A read-only MCP server for BambooHR that enables safe AI assistant access to employee records, time-off, files, and directories via natural language queries.

aura-memory

Persistent cognitive memory for AI agents. Sub-millisecond recall, fully offline, encrypted. 8 tools: recall, recall_structured, store, store_code, store_decision, search, insights, consolidate.

swanlab-mcp

Enables read-only access to SwanLab workspaces, projects, runs, and metrics through the Model Context Protocol.

Draw-it-MCP

A browser-based drawing application with AI integration that enables Claude to analyze artwork, provide feedback on composition and techniques, and discuss artistic concepts through MCP tools.

happy-patterns

任何人都可以使用的 MCP 服务器。

VulnPilot

An MCP server that gives AI assistants the ability to check open-source packages for vulnerabilities, enrich findings with real-world exploit intelligence, and statically analyse whether vulnerable code is actually reachable in your project.

crossref-mcp

Enables retrieval of academic literature metadata via DOI or search using the Crossref REST API.

MCP Server Configuration

MCP 服务器配置文件 (MCP 服务器配置文件 could also be translated as: MCP 服务器配置檔案, which is more common in Traditional Chinese)

MemAI

A long-term memory MCP server for AI agents that stores memories (facts, decisions, etc.) in a single SQLite database with hybrid search and full edit history, ensuring consistency across sessions.

@fopost/mcp

Enables managing social media posts, accounts, and AI-powered content features from any MCP client, including scheduling, publishing, analysis, and AI caption generation.

ttsstt-mcp-server

Enables speech-to-text and text-to-speech conversion using OpenAI-compatible APIs. Supports customizable models, voices, and output directories.

Me-MCP

A personal MCP Server that allows AI agents to retrieve your resume and contact you through Discord webhooks, deployable via Cloudflare Workers.

Cline Mcp Server Test

这是一个用于测试 Cline 和 MCP 服务器连接的仓库。

AI Agent Loop MCP Server

An AI debugging agent MCP server that enables autonomous plan-act-observe debugging workflows, allowing repository exploration, code inspection, human-approved edits, and test execution through structured MCP tools.

Ross MCP

Personal life admin MCP server that manages Apple Reminders from any Claude session via a cloud relay to a local Mac agent.

proofpoint-mcp

MCP server for Proofpoint Email Protection - email security, threat intelligence, TAP (Targeted Attack Protection), and email filtering API integration

macOS MCP Servers

Enables Claude Desktop and GitHub Copilot to interact with native macOS applications including Spotify, Apple Music, Notes, Calendar, FaceTime, and Contacts through natural language commands. Provides comprehensive control over music playback, note management, calendar events, video calls, and contact operations using AppleScript integration.

Arcane MCP

AI-powered Docker management server that enables natural language control of environments, containers, images, networks, volumes, and more through a unified Arcane API interface.

Google Calendar MCP Server

A Model Context Protocol (MCP) server that allows Claude and other MCP clients to interact with Google Calendar. This server enables AI assistants to manage your calendar events, check availability, and handle scheduling tasks.