发现优秀的 MCP 服务器

SendSoon AI MCP

Enables AI agents to send emails, perform IP lookups, and convert files to Markdown.

Threat Intelligence MCP Server

Aggregates real-time threat intelligence from multiple sources including Feodo Tracker, URLhaus, CISA KEV, and ThreatFox, with IP/hash reputation checking via VirusTotal, AbuseIPDB, and Shodan for comprehensive security monitoring.

Swiss-knife MCP server

Enables searching and adding MCP servers from the registry to the configuration.

mcpilot

Context-aware MCP server advisor. Tells you what to install for your specific project — and why.

Memory MCP

Personal memory service using semantic vector retrieval and knowledge graphs to persist long-term context, supporting memory evolution and conflict labeling for the same entity.

MCP Photoshop Server

An MCP server that provides Photoshop-style layered image editing and AI-powered generation/editing via ComfyUI, including canvas management, filters, masks, and upscaling. Designed for use with Cline and other MCP clients.

GitHub MCP Server

Enables AI agents to interact with GitHub repositories, issues, pull requests, code, and more through a comprehensive set of tools.

Remote MCP Server (Authless)

Enables deployment of MCP servers without authentication on Cloudflare Workers. Provides a template for creating remote MCP servers that can be connected to clients like Claude Desktop or the Cloudflare AI Playground.

BCRP MCP Server

Enables AI agents to access economic statistics from the Central Reserve Bank of Peru, including exchange rates, interest rates, and GDP, without requiring an API key.

mini-mcp-lab

A procurement scenario MCP server for testing whether pending work can resume after a service restart, comparing legacy and modern continuation. It uses SQLite for data persistence and demonstrates real MCP protocol messages.

worker-mcp

Enables Claude to delegate coding tasks to a worker CLI, handling actual code modifications and command execution while Claude supervises and verifies results.

mcp-kokoro-tts

Enables MCP clients to synthesize text into speech locally and play it through the machine's audio, with selectable voices and playback speed.

Discord MCP Server

A secure server that enables interaction with Discord channels through JWT-authenticated API calls, allowing users to send messages, fetch channel data, search content, and perform moderation actions.

Outlook OAuth MCP Server

Enables interaction with Microsoft Outlook for managing emails and calendars through OAuth2 delegated access. It provides a stateless, spec-compliant server that allows users to authenticate and perform mail and calendar operations with their own Microsoft accounts.

MCP Stock Market

一个模型上下文协议工具，用于使用 Alpha Vantage API 获取任何股票代码的每日股市数据。

NetBrain MCP

An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.

basic-mcp

A Model Context Protocol server that exposes tools and resources for fetching GitHub user profiles and weather data, with a React interface and clean architecture.

vocametrix

Official MCP server for the Vocametrix voice analysis API. Gives AI assistants direct access to clinical voice metrics (AVQI, DSI, jitter/shimmer, CPP), pronunciation assessment, speech transcription, prosody similarity, and AI-powered therapy planning. More than 40 endpoints for SLPs, voice researchers, and healthtech developers.

gnews

Provides news search and trending headlines via GNews API with advanced query syntax and authentication.

Genomefy MCP Server

Provides a local context-memory layer for AI assistants, enabling retrieval-augmented queries, explanations, feedback, and status checks via MCP tools.

ArduPilot MCP Server Sandbox

Enables natural language control of ArduPilot drones via MAVLink, supporting arm, takeoff, mode changes, and mission uploads.

design-review-mcp

Multi-model adversarial design review MCP server that distributes design documents to multiple LLMs, retrieves project knowledge, and produces calibrated consensus summaries.

Gmail MCP Server

Enables AI assistants to read unread Gmail messages and compose draft replies while maintaining thread continuity. It includes optional Notion integration to fetch and apply specific style guides for consistent professional communication.

MCPServer

一个简单的 MCP 服务器，用于启用代理工作流。 (Yī gè jiǎndān de MCP fúwùqì, yòng yú qǐyòng dàilǐ gōngzuò liú.) Alternatively, depending on the context, you might also use: 一个简单的 MCP 服务器，以实现基于代理的工作流程。(Yī gè jiǎndān de MCP fúwùqì, yǐ shíxiàn jīyú dàilǐ de gōngzuò liúchéng.) The first translation is more literal, while the second emphasizes the "agent-based" nature of the workflow. Choose the one that best fits the specific context.

gh-attach

Enables AI applications to upload images and videos to GitHub issues, pull requests, and comments through the Model Context Protocol.

mcp-udacity-commit

An MCP server that validates and formats git commit messages according to the Udacity Git Commit Message Style Guide.

short-form-video-editor-mcp

Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over word-timestamped transcripts, with silence-aware rendering, STT-based validation, and optional reframing/captions.

OLEXI Australian Laws MCP Server

Enables AI agents to search AustLII (Australian Legal Information Institute) for real Australian legislation and case law. Provides citations with direct links for legal research and verification.

ResearchMCP

Enables LLMs to search arXiv, extract and analyze paper content, and build a personal semantically-searchable research library with saved papers and notes.

mcpwatch

MCP server that audits other MCP servers. Run MCPWatch security scans from inside Claude Code or any MCP-compatible agent with 10 OWASP MCP Top 10 aligned checks and A-F letter grades.