Discover Awesome MCP Servers

Context7 MCP Server (

一个非官方的、由 Upstash 提供的 Context7 MCP 服务器。

agent-mcp-router-mcp

A router MCP server that provides access to 62 MCPs behind a single connection, with load balancing, health checking, and EU AI Act compliance.

Vulnerability Registry MCP Server

An MCP server that exposes a legacy vulnerability database as tools for LLM clients, enabling security analysts to query vulnerabilities using natural language through six specialized tools for vendor lookup, vulnerability search, and risk analysis.

merchant-mcp

A universal MCP server that provides a single merchant interface for AI agents across multiple protocols, enabling catalog browsing, checkout creation, and transaction status queries.

Translator Pro Ai

Translates text, detects languages, and compares translations across multiple languages using a built-in phrase dictionary.

ProTools MCP Server

An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemini, and documentation generation from code/config changes.

AIRIOT MCP Server

MCP server for the AIRIOT IoT platform, enabling AI assistants to manage data tables, records, devices, alarms, files, and more through natural language.

danfe-downloader

Automates downloading XML of DANFE from meudanfe.com.br using Playwright with xvfb to bypass Cloudflare protection, enabling AI agents to retrieve DANFE XML via MCP tools.

Web Search MCP Server (Authless)

Deployable remote MCP server on Cloudflare Workers without authentication, enabling custom tool integration with AI Playground and Claude Desktop.

bare-mcp

A minimal, general-purpose implementation of the Model Context Protocol (MCP) for Node.js and Bare runtime, enabling creation of AI-interactive servers with tools, resources, and multiple transport options.

AdCraft MCP Server

Enables AI-powered generation of platform-optimized ad copy for Facebook, Google Ads, and LinkedIn by wrapping the AdCraft API. It allows users to create tailored marketing content based on specific product descriptions, target audiences, and desired brand tones.

skillssafe-mcp

Free AI agent skill security scanner. Detects prompt injection, credential theft, zero-width character attacks, and ClawHavoc malware indicators. No signup required.

YT-NINJA

Enables AI-powered YouTube video analysis including transcript management, video summaries, chapter generation, keyword extraction, and playback control. Supports searching videos, retrieving channel/playlist information, and translating transcripts using Google Gemini AI.

MCP Prompt Optimizer

Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.

Tavily Search MCP Server

Provides advanced web search, content extraction, site crawling, mapping, and AI-powered research capabilities through the Tavily API with automatic multi-key fallback for rate limiting.

Spotify MCP Server

Enables control of Spotify playback through OAuth authentication, including play/pause, track navigation, volume control, device management, and searching/playing songs by artist or track name.

Manifold

An MCP gateway that unifies multiple MCP servers and OpenAPI/Swagger REST APIs behind a single MCP interface, with protocol conversion, authentication, and automatic tool generation.

zimbra-mcp

MCP server for reading and sending emails via IMAP and SMTP, designed for Zimbra and any standard mail host.

mysql-mcp

An MCP server that enables secure, read-only access to MySQL databases with structured query tools, and optional opt-in write operations when explicitly enabled.

FreeCAD Robust MCP Server

Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and debugging via MCP.

electron-live-i18n

MCP server for live-translating Electron apps: inspect and patch app.asar bundles, serve a translation layer, translate text/locale files, and revert changes—all through natural language commands.

ai-compass

Describe your AI use case in plain English, get ranked model recommendations with cost estimates and tradeoff reasoning. Covers 62 models across 29 providers. Available as a web app (BYOK + guest tier) and as an MCP server for Claude Desktop and Cursor — same recommendation engine, two interfaces.

voyager-net

Voyager-net is a read-only, authorized network auditing MCP server that scans a single host or domain for DNS, port, TLS, and HTTP hygiene issues, returning findings with severity and suggested fixes. It enables AI agents to audit infrastructure safely without mutation, requiring explicit authorization.

GymCam Analytics

Enables AI agents to query gym analytics—class attendance, trainer performance, and revenue insights—from existing CCTV camera feeds without new hardware.

Crypto-Signal MCP

Provides cryptocurrency trading signals, market analysis, and portfolio management capabilities across 15+ exchanges with AI-enhanced technical analysis, arbitrage detection, and risk assessment tools.

dalicore-mcp-client

Streamlined MCP server with 8 essential tools for file operations, code editing, and command execution, covering 97.5% of actual workflow with minimal overhead.

JupyterMCP

A Model Control Protocol (MCP) server that enables remote programmatic control of Jupyter notebooks, allowing AI assistants and applications to create, edit, and execute notebook cells via SSE protocol.

MCP Weather Server

A demonstration MCP server created for learning purposes, allowing Claude AI to interact with local files and a Postgres database while implementing a custom Model Context Protocol.

competitor_analyzer-mcp-server

Enables competitive analysis by validating companies, identifying sectors and top competitors, and generating comparative reports with actionable insights.

Jokes By Api Ninjas

Enables users to fetch random jokes from the API Ninjas Jokes API. Supports retrieving 1-30 jokes per request through a simple interface.