发现优秀的 MCP 服务器

Screenshot MCP Server

捕获屏幕截图并将其保存到客户端应用程序指定的文件路径，主要旨在方便在 WSL 环境中运行的 AI 助手进行屏幕截图分析。

Memvid MCP Server

Enables AI agents to use persistent, file-based memory through Memvid, supporting project-based memory management, content storage, and semantic search with optional natural language querying.

Git MCP Server

A modular MCP server that provides a unified interface for interacting with GitHub and GitLab, including enterprise and self-hosted instances. It enables comprehensive management of repositories, issues, pull requests, and CI/CD pipelines through natural language.

TAPD

sfs

mcp-webextrator

Enables structured content extraction and JavaScript rendering from URLs via the AceDataCloud WebExtrator platform.

alliotools-mcp

A privacy-first MCP server with 176+ local utilities including calculators, converters, developer tools, text utilities, and date/time tools.

gimp-mcp

Enables AI agents to perform GIMP-style image operations such as open, resize, crop, flip, rotate, blur, desaturate, text overlay, export, and batch processing via MCP tools, supporting both mock (Pillow) and live GIMP backends.

Tiny TODO MCP

一个模型上下文协议服务器，为 AI 助手提供持久化的任务管理能力，使其能够创建、更新和跟踪超出其通常上下文限制的任务。

Lifecycle MCP Server

Enables comprehensive software lifecycle management with structured tracking of requirements, tasks, and architecture decisions through an SQLite database with full traceability and automated state validation.

USGS Water MCP

Provides access to real-time water data from the USGS Water Services API, allowing users to fetch instantaneous measurements like stream flow, gage height, temperature, and water quality parameters from thousands of monitoring stations across the US.

winagent

Enables MCP-compatible AI platforms to see the screen and operate any desktop software through real mouse clicks, text input, key presses, and scripted scenario execution.

MDPilot MCP

CP server that generates AGENTS.md and CLAUDE.md from your real repo, verifies every command actually exists, detects doc drift, and saves session context — all locally, no data leaves your machine. Free-tier friendly via Groq/NVIDIA.

Bookshop MCP Example

Exposes a CAP bookshop service via MCP, enabling AI agents to query books, authors, and genres using natural language.

bettercss

Enables CSS layout verification and debugging by extracting deterministic, diffable rendered layout from a browser, allowing agents to inspect, explain, and diff CSS changes.

Rijksmuseum MCP Server

允许您搜索艺术品、检索有关特定艺术品的详细信息、访问艺术品的图像图块，以及探索来自荷兰国家博物馆的用户创建的藏品。

claude-workman

Enables MCP clients to control a Linux/X11 desktop like a human: see the screen, move the mouse, click UI elements via the accessibility tree, type text, and manage windows.

ga-mcp-full

Provides full Google Analytics 4 management and reporting capabilities via MCP, including property management, custom dimensions, audiences, events, data streams, and real-time reporting.

Flash Props API

Live sports betting player props MCP server covering NBA, MLB, NFL, NHL, NCAA, and soccer. Unified from real sportsbooks into one REST API and a real MCP server (Streamable HTTP). Free tier, no card required.

Medium MCP API Server

用于 Medium API 的微服务通信协议 (MCP) 服务器，用于发布内容和管理用户帐户。 Or, a slightly more formal translation: 用于 Medium API 的微服务通信协议 (MCP) 服务器，旨在发布内容和管理用户账户。

job-search-mcp

Enables AI assistants to evaluate job postings under a UK visa constraint, including sponsor-licence checks with confidence grades, screening for seniority and hard requirements, and role searches that exclude recruitment agencies. It also tracks application history to help avoid duplicate applications.

Strut Stack SQL

A token-efficient MCP server for MySQL, PostgreSQL, and SQLite, providing tools to query databases, execute SQL, and analyze query performance.

ClawCall MCP Server

Enables AI agents to make real outbound phone calls to US/Canada numbers, handle conversations, and return transcripts and recordings via the Model Context Protocol.

MCP Mailtrap Server

Enables sending transactional emails and managing email templates through Mailtrap's API. Supports both production email delivery and sandbox testing with comprehensive template management capabilities.

peer-cli-mcp

MCP bridge for calling local coding-agent CLIs (Codex, Claude) from another agent, enabling bounded tasks like code review, verification, and bug hunting.

boardgames

Enables users to search and retrieve board game data via the Board Game Atlas API, including game details, ratings, and availability.

agentic-financial-advisor

Exposes portfolio allocation, concentration risk, retirement projections, RAG document search, and a full multi-agent financial advisor query as MCP tools for use from Claude Code.

research-mcp

MCP server exposing ATLAS research capabilities: live tokenized stock market data, on-chain source-of-truth reads, and published research atlases. Connects to MCP clients over stdio with no API keys required for public testnet endpoints.

Xray MCP Server

Enables AI assistants to interact with Xray Test Management for both Cloud and Server deployments. Supports test execution, importing results from multiple formats (JUnit, Cucumber, Robot Framework, TestNG), and managing test plans and executions.

youtube-personal-feed

MCP server that connects to your personal YouTube account and exposes your subscription feed, letting you list subscribed channels, recent uploads, and get YouTube watch links for handoff to other MCPs.

mcp-fal

An MCP server that exposes Fal.ai generative media models as tools for image and video generation, and running any Fal.ai model, callable by Claude and other MCP-compatible clients.