发现优秀的 MCP 服务器

llauncher

Manages llama.cpp llama-server instances with tools for lifecycle management, configuration CRUD, and orphan detection, enabling LLM agents to control local or remote inference servers.

mermaid-ai-links MCP

Enables AI hosts to generate and open Mermaid diagram links in Markdown files, providing tools for syncing, listing, and injecting diagrams via the Mermaid.ai editor.

mcp-books

An MCP server that searches across the Internet Archive and Library of Congress at once, merging results while keeping each archive's differences. Provides tools to search inside texts, search catalogues, and retrieve item records, all read-only and without an API key.

weather-mcp

Enables AI assistants to answer real-world weather questions using live Open-Meteo data, with tools for current conditions, umbrella reasoning, outdoor suitability, and city comparisons.

juscraper-mcp

Public MCP server for querying Brazilian court jurisprudence, processes, and communications without authentication. Supports courts like TJSP, TJRS, TJRJ, TJGO, and more via eSAJ, Datajud, and CNJ systems.

NetPulse

An MCP server that exposes live network monitoring data as Resources and diagnostic capabilities as Tools, letting AI assistants query network health conversationally.

LunchMoney MCP Server

An MCP server implementation that provides programmatic access to personal finance data through LunchMoney's API, enabling AI assistants to manage transactions, budgets, categories, and assets.

Quorum

Quorum is an MCP server for querying meeting archives in natural language, returning answers with citations to speakers and timestamps or explicitly abstaining when evidence is insufficient.

Databricks MCP Server Template

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for workspace management, and SQL query execution via a deployable MCP server on Databricks Apps.

Independent Video Generator

Enables video generation through ComfyUI workflows, providing tools to list workflows, create and manage video jobs, upload assets, and retrieve results.

llm-wiki-chrome

MCP server for the LLM Wiki Chrome extension that exposes bounded browser automation tools (shared tabs, accessibility snapshots, screenshots, clicks, typing, etc.) with explicit user consent and strict typing, enabling local agents to interact with specific web pages via a native messaging relay.

Repository Architecture MCP Server

Analyzes GitHub and local repositories to automatically generate visual architectural diagrams such as dependency graphs, class diagrams, and data flow diagrams.

mcp-router-local

Aggregates multiple MCP servers behind a single local endpoint, letting LLM clients connect to one router that exposes a unified set of tools, resources, and prompts.

Bookmark Geni MCP Server

Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Opera, and other browsers using natural language queries. Extracts and indexes bookmark content and metadata into a vector database for intelligent retrieval.

mcp-omnisearch

🔍 一个模型上下文协议（MCP）服务器，提供对多个搜索引擎（Tavily、Brave、Kagi）、人工智能工具（Perplexity、FastGPT）和内容处理服务（Jina AI、Kagi）的统一访问。通过单一界面结合了搜索、人工智能响应、内容处理和增强功能。

Robotics MCP Server

Provides unified control for both physical robots (ROS-based like Moorebot Scout, Unitree) and virtual robots in Unity3D/VRChat, enabling multi-robot coordination, environment generation, and automated 3D model creation.

Jenkins Server MCP

一个模型上下文协议服务器，使 AI 助手能够与 Jenkins CI/CD 服务器交互，提供检查构建状态、触发构建和检索构建日志的工具。

research-memory-mcp

An MCP server that provides controlled read/write tools for managing local-first research memory in an Obsidian vault, enabling AI agents to maintain project context across sessions.

Apollo MCP Server

Apollo MCP Server

acuris-agent-guard

MCP server that verifies storefront merchants before AI agents make payments, checking if the merchant is a real legal entity bound to the domain, and returning a PROCEED, ABORT, or REVIEW decision to prevent payment to clones or fraudulent stores.

EvHenter MCP

An event aggregation platform that enables users to search, retrieve, and create event data using a Sanity.io backend. It provides specialized tools for managing event details, locations, categories, and venues through the Model Context Protocol.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

医学知识检索 MCP 服务器

基于 MCP 协议的专业医学信息查询工具，集成 MSD 手册、MeSH 主题词、医学编码、术语和药品查询等多个权威数据源，支持 Claude Desktop、Cursor 等 AI 应用。

QA Copilot MCP Server

Enables AI assistants to summarize Playwright test runs, identify flaky tests, heuristically triage failures, generate Playwright test stubs, and retrieve recent GitHub CI status through MCP tool calls.

js-reverse-analyzer

Provides JavaScript reverse engineering capabilities including static analysis, dynamic execution, and bypassing anti-bot protections like Cloudflare 5-second challenge.

make-chatgpt-site

MCP server that lets MCP clients inspect, create, update, and deploy ChatGPT Sites through a local Codex installation.

mcp-browser-automation

An MCP server for generic browser automation using Playwright. Enables MCP clients to navigate pages, inspect elements, execute JavaScript, capture screenshots, and monitor console logs and network traffic via a headless Chromium instance.

sequence-flow-experiment-with-desktop-commander

完全由 AI 生成的 Flutter 应用，在 Claude Desktop 中，使用 MCP 服务器的 desktop-commander 和 sequential-thinking，基于 3.7 Sonnet 模型。