发现优秀的 MCP 服务器

ForeverTools MCP Server

Gives Claude 8 real-world tools via a single free API key: SSL certificate inspection, WHOIS lookup, email validation (syntax + MX + disposable detection), webpage screenshots, IP geolocation, currency conversion, schema markup generation, and UK business-day calculations. Python, pip install forevertools-mcp, MIT licensed.

DingTalk MCP Server

Enables Claude to interact with DingTalk workspaces to search for users, retrieve detailed employee information, and send private messages. It bridges the Model Context Protocol with DingTalk's internal enterprise APIs for seamless workspace communication.

expression-atlas

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

flowcastle-mcp

Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform: 16 tools to read workspace context, learn the flow format, validate and apply flow edits, and manage broadcasts. Ships with 23 ready-to-use bot templates and runs as a stdio bridge (mcp-remote) to the hosted Streamable HTTP endpoint.

Flask Video Feedback

Video feedback for AI agents via Flask (flask.do). Agents upload renders for human review and get the feedback back as transcribed, timestamped comments over MCP, with annotated frames and versioned revisions.

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

memhippo

Provides persistent, shared memory for AI agents by capturing conversations verbatim, distilling facts and summaries, and enabling retrieval through search, timeline, details, and explicit remember tools.

Google-Calendar-MCP-Server

Google 日历 API 的 MCP 服务器

FireScrape MCP Server

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

mcp-pypi

An MCP server built with FastMCP that provides basic terminal abilities like running commands, running Python, and working with files and folders.

keka-mcp-server

MCP server for the Keka HRM API, enabling HR operations like employee management, leave, attendance, payroll, recruitment, and PSA.

ragx

RAGX MCP Server enables retrieval-augmented generation with document ingestion, hybrid search, and agentic answering using Claude, exposing tools for querying, searching, and managing documents.

MCP Weather Server

这个基于 SSE 的 MCP 服务器允许用户连接并与美国国家气象局 (National Weather Service) 的 API 交互，以检索天气警报和预报。

Browser MCP

Enables AI applications to automate your existing browser using your logged-in profile. Provides fast, private browser automation that avoids bot detection by working with your real browser fingerprint.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

executor

An integration layer for AI agents that provides a catalog of tools from various sources (OpenAPI, GraphQL, MCP, etc.) and can be used as an MCP server for compatible agents.

Aidelly MCP Server

Automate Aidelly social media management directly from Claude Code. Create, schedule, and manage posts across all connected platforms with AI-powered MCP tools.

DoorProfit Crime & Neighborhood Data

US crime safety scores, recent incidents, neighborhood demographics, rent data, and registered-offender search by address. Free tier available.

A-MEM MCP Server

用于 Agentic Memory (A-MEM) 系统的内存控制协议 (MCP) 服务器 - 一个为 LLM 代理设计的灵活、动态的内存系统

Dominion Observatory

Tracks MCP server behavior from agent-reported interactions. Provides trust scores, behavioral baselines, anomaly detection, and compliance audit exports for EU AI Act and Singapore IMDA frameworks.

projscan

An MCP server that provides AI coding agents with AST-accurate, context-budget-aware codebase querying, safety gates, and team policy integration via structured tools and a local plugin layer.

MCP Server Deepdive

A Python-based MCP server implementation that can be easily installed via pip or directly from GitHub, providing a simple way to deploy and run MCP server functionality.

Companion MCP

An MCP server for Bitfocus Companion that enables AI assistants to program and control Stream Deck surfaces and other Companion-connected devices. It provides 53 tools for button control, styling, page management, variable handling, and batch operations with verification and rollback.

Super RAG MCP Server

Enables AI agents to perform offline cybersecurity research and penetration testing by querying a local knowledge base of curated security data, with tools for searching, answering, and status checking.

mcp-govern

MCP server for investigating public transparency and detecting corruption patterns by cross-referencing open data from Catalan, Barcelona, and Spanish government sources, with 49 tools for contract, subsidy, salary, and lobbying analysis.

ICCPlus MCP

Enables AI agents to author, validate, and build ICC Plus interactive fiction projects with full schema awareness and source-backed indexing.

Shell Server

A simple MCP server that exposes a terminal tool, allowing AI agents to execute shell commands.

edgar-mcp

MCP server providing read-only access to SEC EDGAR filings, allowing LLMs to look up companies, search filings, and retrieve securities offering data.

mcp-meme-sticky

mcp-meme-sticky

teztun-mcp

Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible AI client. TezTun is a self-hosted ngrok alternative that exposes localhost services through teztun.uz with HTTPS and optional custom domains.