发现优秀的 MCP 服务器

Advanced MCP Server

A comprehensive Model Context Protocol server providing capabilities for web scraping, data analysis, system monitoring, file operations, API integrations, and report generation.

Python Crawling MCP

An MCP server for safe web crawling and scraping of public and authenticated sites using Playwright and Crawlee. It provides tools for scraping single pages, crawling entire sites, validating sessions, and listing supported sites, with built-in security protections and adapter-based extensibility.

Screen Agent

A Windows desktop automation MCP server that enables UI recognition through OCR, UIA controls, and multi-point color matching. It allows agents to interact with desktop applications via actions like clicking and typing while using a learning system to track and improve operation success.

MCP Neurolora

An intelligent MCP server that provides tools for code analysis using OpenAI API, code collection, and documentation generation.

clarity-mcp-multi

Enables managing multiple Microsoft Clarity projects by routing requests per client name using a token map, proxying the official Clarity MCP server with tools to list and switch clients.

Hoodly GMGN Robinhood Research MCP

Read-only MCP server for Robinhood chain launchpad discovery and token due diligence using GMGN data.

Seedream MCP Server

Wraps ByteDance Seedream text-to-image model as an MCP tool, enabling Claude to generate images from natural language prompts.

GitHub Integration Hub

Enables AI agents to interact with GitHub through OAuth-authenticated operations including starting authorization flows, listing repositories, and creating issues using stored access tokens.

mcp-tenderly

Simulates EVM transactions against forked chain state and explains why they revert, using Tenderly's free-tier API with decoded traces and source-mapped errors. Provides tools to simulate single transactions or bundles and inspect saved simulations, all with output size controls to keep responses affordable.

qutebrowser-mcp

MCP server for automating qutebrowser browser via CDP and IPC. Enables tab management, navigation, screenshots, JavaScript execution, and authenticated HTTP requests through the browser's session.

Stickies

Persistent sticky notes for Claude Code. You pin a note — a decision, a blocker, a todo — and it survives session resets, /clear, and closing the terminal. Next time you open Claude in that project, the notes that still matter are handed back to it automatically.

crypto-quant-platform MCP server

Provides tools to research crypto trading strategies via backtesting, walk-forward validation, and paper trading, with a deflated-Sharpe overfitting check. Enables natural-language-driven analysis and interpretation of strategy performance.

Arcane MCP

Enables AI assistants to manage Docker containers, images, volumes, networks, and compose projects through Arcane's API. Provides comprehensive tools for environment, container, image, volume, network, project, and system operations.

MCP Servers

用于科学研究的开源 MCP 服务器 (Yòng yú kēxué yánjiū de kāiyuán MCP fúwùqì) Alternative translations, depending on the specific nuance you want to convey: * **用于科学研究的开源多通道板服务器** (Yòng yú kēxué yánjiū de kāiyuán duō tōngdào bǎn fúwùqì) - This is more specific, translating MCP as "Multi-Channel Plate" (多通道板). Useful if the audience is familiar with the acronym. * **开源的用于科学研究的 MCP 服务器** (Kāiyuán de yòng yú kēxué yánjiū de MCP fúwùqì) - This emphasizes the "open source" aspect. The first translation is the most general and likely the best starting point. Choose the others if you need to be more specific.

PostgreSQL MCP Server

Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL databases, covering schema introspection, query execution, data exploration, performance monitoring, security auditing, and maintenance.

📓 GistPad MCP

📓 一个 MCP 服务器，用于通过 GitHub Gists 管理您的个人知识、每日笔记和可重复使用的提示。

ffmpeg-mcp

Enables comprehensive video and audio processing using FFmpeg, supporting tasks like metadata extraction, clipping, scaling, and adding transitions or overlays. It provides a high-performance interface for building media processing microservices via FastMCP.

Lunar Calendar MCP Server

Enables Chinese traditional calendar functions including BaZi calculation, calendar conversion, Huangli query, daily fortune, solar terms, and Wu Xing analysis through natural language.

MCP Injection Guard

Blocks indirect prompt injection by tracking data provenance, not text patterns. Enables safe agent interaction with untrusted content.

MCP CSV Sales Analyzer

Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powered insights and recommendations using OpenAI.

claw-ea

A Python MCP server that enables doctors to forward work messages (surgery schedules, meeting notices, files) to an AI assistant for automatic archiving, calendar events, reminders, and Obsidian notes, focused on Chinese medical workflows on macOS.

personal-mail-mcp

A local MCP server that connects Codex to Microsoft Graph and Gmail for reading and managing personal mail and calendar accounts.

cronicorn

Enables managing adaptive HTTP jobs with AI-driven scheduling, auto-recovery, and multi-endpoint coordination via MCP.

fastmcp-sqltools

Provides SQL database access via MCP, supporting PostgreSQL, MySQL, and SQLite with tools for listing tables, getting schemas, and executing queries.

repo-history

Exposes a repo's historical engineering memory (decisions, landmines, guardrails) via MCP tools for AI coding agents.

dbmcp

Enables querying PostgreSQL databases via MCP, with multi-database routing, credential isolation, and truncated results plus full CSV export.

Haulistic MCP Server

Enables reading public product catalogs for a single Haulistic organization, with prompts for browsing, searching, and comparing products via MCP endpoints.

honest-reasoning-mcp

A self-hosted MCP server that provides tools for structured reasoning, confidence calibration, and detecting recurring gaps in AI outputs, aiming to reduce workload by improving verification and attention allocation.

Vista API MCP Server

Provides secure access to VA's VistA electronic health record system, enabling AI applications to retrieve and summarize patient medical records for clinical staff.

AzkiDeck-mcp-server

Enables MCP clients to remotely control a user's AzkiDeck mobile app over the internet, allowing notification delivery to watches, watch face/quick app installation, and notification icon management without requiring same-LAN connectivity.