发现优秀的 MCP 服务器

Unofficial FortiMonitor MCP Server

MCP server for the FortiMonitor v2 monitoring API. 241 tools across 33 modules covering server management, outage monitoring, maintenance windows, metrics, notifications, cloud monitoring, SNMP, dashboards, reporting, and more. Unofficial community project, not affiliated with Fortinet. Python, MIT license, Docker and local deployment supported.

UptimeRobot MCP Server

Enables managing UptimeRobot monitors, alert contacts, and maintenance windows via natural language through the MCP protocol.

polyscreen-mcp

An Android-first MCP server for automating real devices, including multi-display handhelds and emulators, with structured tools for device inspection, input, app lifecycle, and diagnostics via ADB.

mcp-marches-publics

Provides tools to search and retrieve French public procurement data (tenders, awarded contracts) and company information from official open APIs.

AI Books MCP Server

Extends LLM context windows by 15-60× using gravitational memory compression, enabling massive context extension for codebases, research papers, and long documents.

Data Analytics MCP Toolkit

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

MCP Browser Use

使用自然语言指令和 Selenium，赋能 AI 代理以最少的监督执行网页浏览、自动化和抓取任务。

code-index-mcp

一个模型上下文协议（MCP）服务器，旨在帮助大型语言模型以最少的设置来索引、搜索和分析代码仓库。

vmd-mcp

Enables control of VMD2 for molecular dynamics analysis through natural language, allowing users to load structures, set representations, measure distances, compute RMSD, and render images without Tcl scripting.

Cisco FMC MCP Server

A read-only MCP server for Cisco Firepower Management Center (FMC) 7.4.x, allowing LLMs to query firewall configuration, search network objects, and check deployment status through natural language.

rag-mcp-server

RAG document search MCP server that allows AI assistants to search a local document set and retrieve grounded passages via keyword (SQLite FTS5) or semantic (Chroma) backends.

onenote-mcp

Enables interaction with Microsoft OneNote through Microsoft Graph, exposing notebooks, sections, and pages, including handwriting rendered to an image.

mcp-kraken

An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API over HTTP with bearer token authentication, enabling account management, trading, and market data queries through natural language.

TestRail MCP Server

Enables management of TestRail projects, test cases, runs, and results directly through MCP-supported clients. It provides a comprehensive set of tools to interact with the TestRail API for seamless test cycle management within AI environments.

Retrograde MCP

A Model Context Protocol server that provides real astronomical data (planetary positions, lunar phases, space weather) with astrological interpretations to help users make decisions about deployments, incident analysis, and scheduling.

E*TRADE MCP Server

Enables comprehensive E\*TRADE integration with OAuth authentication, account management, risk calculations, watch lists, and trading operations. Includes built-in risk management guardrails, portfolio tracking, market data access, and trading validation for safe automated trading operations.

ableton-live-mcp

Local MCP server for inspecting and controlling Ableton Live through a local HTTP bridge. Enables LLMs to perform production workflows like MIDI import, track editing, mixing, mastering, and export.

LingoChunk MCP

Turns a coding agent into a language tutor grounded in your LingoChunk listening history, providing tools to access vocabulary, transcripts, audio clips, and create lessons.

mcp-pickleball

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, allowing connection from AI Playground and Claude Desktop.

Windows Crate Docs Search MCP

允许搜索 Rust Windows crate API 文档的 MCP 服务器

RuleDEX MCP Server

Provides AI-powered, context-aware development guidance with tools for coding rules, development skills, steering instructions, and custom AI-curated advice.

gke-cred-audit

Defensive credential-exposure auditor for GKE that inventories workload identity, service account tokens, and RBAC posture, exposing findings via an MCP server at /mcp.

deep-search

Free, open-source search engine MCP server with 7 sources, 29 tools, and semantic search via ChromaDB at zero cost.

@metag/mcp

Generates video drafts from a prompt with a proprietary engine, then hands off to a human-editable timeline with tools for reshoots, takes, and media operations like image editing and speech synthesis.

SSH Command Executor MCP Server

A secure MCP server that enables AI assistants to execute commands on remote servers via SSH, with cross-platform support and features like encrypted config storage, connection management, and security controls.

QMCP

A FastAPI-based Model Context Protocol server that enables tool discovery, invocation history, and human-in-the-loop interaction workflows. It features a Python client and CLI for managing automated tasks that require manual approval and persistence.

WhatsApp MCP Server

Enables seamless integration with WhatsApp through the Model Context Protocol, featuring multi-user support and Supabase cloud storage for persistent message history and media. Users can send messages, search chat records, and manage contacts across platforms like Claude Desktop, Cursor, and OpenClaw.

sora-mcp

MCP server for generating videos using OpenAI Sora model via api.tu-zi.com, enabling AI assistants to create videos from text prompts with customizable orientation and model quality.