发现优秀的 MCP 服务器

mistral-mcp

mistral-mcp is a TypeScript MCP server (spec 2025-11-25) that exposes the full Mistral AI API surface: 22 tools: chat, OCR, audio (Voxtral), vision, agents, embeddings, moderation, classification, files, batch, sampling, FIM (Codestral), streaming 2 resources: mistral://models, mistral://voices 6 curated prompts (French + English) with MCP argument completion Dual transport: stdio (default) + Str

Smart File Organizer MCP Server

Lets AI assistants analyze and organize local directories by file type, with dry-run support and safe sorting.

AWS Sage

A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operations protected by a robust safety system.

mal-mcp

MCP server for MyAnimeList that enables searching anime/manga, getting details, rankings, seasons, characters, reviews, and user profiles without authentication, and managing personal anime/manga lists with authentication (token required).

MCP Smuggler

Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler CLI tool as an MCP server tool.

Boma MCP

An MCP server designed to manage meeting room reservations on the Boma platform. It allows users to check room availability, manage bookings, and access user profiles through natural language commands.

Westfield Spring Boot Standards MCP Server

MCP server that serves Spring Boot development standards to Claude Code, providing resources and tools for controllers, services, resilience, testing, and more.

MCP4RS Open Earth Explorer

Enables discovery, analysis, and explanation of open satellite data through MCP, with support for STAC catalogs and NASA GIBS.

mcp-server-browserbase

这个服务器提供云端浏览器自动化功能，使用 Browserbase、Puppeteer 和 Stagehand。它使大型语言模型 (LLM) 能够与网页交互、截取屏幕截图，并在云端浏览器环境中执行 JavaScript 代码。

Example MCP Server

A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.

ERPNext MCP Server

Integrates with ERPNext/Frappe API to enable AI assistants to create, read, update, and list documents, run reports, and authenticate via the Model Context Protocol.

Neuro Vault MCP

An MCP server that provides semantic search and vault operations for Obsidian notes, enabling agents to recall and manage notes with provenance and low token usage.

omdb-mcp

MCP server for the OMDb API - search movies, series, and episodes from any MCP-compatible client.

omega-stenographer-mcp

Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovereign Ecosystem (Omega Universe). Where Omega Brain enforces governance and VERITAS gates evaluate artifact integrity, Stenographer observes: it ingests every conversation turn, extracts decisions and blockers from agent reasoning, builds live running notes, and compresses stale context into searchable briefs before it ca

applescript-mcp

Enables Claude to automate macOS applications, manage files, control music, send messages, and more through AppleScript.

gymtracker

Universal MCP server for Gymtracker that enables AI coding agents to read and write training data.

stillos-notary

MCP server providing direct access to StillOS's signed, x402-paid verification and screening tools, including claim notarization, claim verdicts, OFAC sanctions screening, and corporate distress scoring.

Redis MCP Server by CData

Redis MCP Server by CData

Thalamus

Self-hosted MCP server that gives coding agents persistent, code-aware memory with structural graph recall and blast-radius planning. It links experiential decisions to code locations and provides honest measurement instruments.

Campertunity MCP Server

Campertunity MCP Server

mcp-va-museum

MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls.

@vibebrowser/chrome-devtools-mcp

A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple AI agents to concurrently control and inspect a live Chrome browser via the Model Context Protocol.

spedas-mcp

Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing tools to discover and fetch heliophysics and planetary science data from CDAWeb, NASA PDS, and SPICE kernels.

voice-mcp

Transcribe voice messages to text and generate spoken audio from text, served as cached Ogg/Opus files for instant playback.

ISS Number

Generates a unique number derived from the International Space Station's current orbital location, useful for space-derived identifiers or deterministic random seeds.

MCP Servers Schemas

镜子 (jìng zi)

MemHeaven

Self-hosted remote MCP memory server for ChatGPT and AI agents.

Sentinel Gateway

MCP zero-trust gateway that sits in front of every internal MCP server, detects tool-poisoning/metadata drift in real time, and maintains a cryptographic provenance ledger of every agent tool call.

mimecast-mcp

MCP server for Mimecast Email Security — message tracking, threat intelligence, and email queue management. Enables AI assistants to investigate and manage email security events.