发现优秀的 MCP 服务器

AgentsBestFriend

Give your AI coding agents superpowers — a local MCP server for fast, token-efficient code navigation, search & analysis.

mcp-saas-metrics

Provides accurate SaaS metrics calculations (LTV, CAC, runway, health score, etc.) with formulas and interpretations for AI agents and founders, ensuring no hallucinated numbers.

UnderPixel

Records, replays, and correlates visual and API events in the browser, enabling AI assistants to understand which API calls feed which UI elements.

Google Calendar MCP Server

提供异步操作支持的 Model Context Protocol 服务器，可无缝访问 Google 日历 API，并通过标准化接口实现高效的日历管理。

lab-backend-template

A template for building MCP backends for lab equipment with an embedded Echo example for immediate testing and development.

vikunja-mcp

A workflow-level MCP server for Vikunja with a fixed task pipeline (Backlog → Queue → Design → Build → Review → Done) that enables agents to claim, advance, and comment on tasks, while handling human callbacks and blocked items.

semantic-search

Local semantic recall MCP server for citation-integrity workflows. Enables semantic search over a text corpus, returning file paths and page numbers for verification, with 100% local processing using ONNX embeddings and LanceDB.

stitch-pro-mcp

An intelligent MCP server for Google Stitch that generates production-ready UI from text prompts, with auto-orchestration of design systems, WCAG accessibility, responsive breakpoints, and framework conversion (React, Vue, Svelte).

Data Verify MCP Server

An MCP server that provides comprehensive data verification in China, including identity, business, vehicle, OCR, and risk assessment services.

remnawave-mcp

Enables MCP clients to manage a Remnawave panel through its full API, covering users, nodes, hosts, subscriptions, and more with configurable tool profiles and read/write token access.

Naitei MCP

Enables job-search application tracking through a private application board, managing application facts, stage history, and interview prep documents while leaving summarization and decision-making to the connected agent.

Puppeteer MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使用 Playwright 提供浏览器自动化功能，使大型语言模型（LLM）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.

FinTS-Finanzen

Read-only MCP server for FinTS/HBCI banking; enables account information retrieval such as balances and transactions via PIN-TAN.

MCPMem

Enables AI assistants to store and retrieve memories with semantic search capabilities using vector embeddings. Provides persistent memory storage with SQLite backend for context retention across conversations.

Meta Marketing API MCP Server

Enables AI assistants to manage Facebook and Instagram advertising data through the Meta Marketing API. It supports full campaign lifecycle management, performance analytics, audience targeting, and creative optimization.

eda-mcp

An MCP server for Electronic Design Automation that provides comprehensive tools for managing KiCad 9.x PCB design workflows. It enables users to create schematics, layout PCBs, perform design rule checks, and export manufacturing files through a standardized interface.

Sapphire User MCP Server

Exposes user profile data from the Sapphire Wellness App to AI assistants, enabling access to health alerts, personalized recommendations, and partner service subscriptions.

Task Trellis MCP

An MCP server for Task Trellis that provides tools for AI coding agents to manage tasks, currently featuring a simple hello_world demonstration tool.

HomeAssistant MCP

智能设备控制 🎮 💡 灯光：亮度、颜色、RGB 🌡️ 气候：温度、暖通空调（HVAC）、湿度 🚪 遮盖物：位置和倾斜度 🔌 开关：开/关 🚨 传感器：状态监控 智能组织 🏠 具有上下文感知的分组。 稳健的架构 🛠️ 错误处理、状态验证...

mcp_repo_c11db53a

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Cisco ISE MCP Server

Enables management of Cisco Identity Services Engine (ISE) resources through the ERS API. Supports identity management, endpoint registration, network device configuration, and authorization profiles through natural language interactions.

nutanix-mcp

MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list and inspect VMs, control VM power state, list clusters, read alerts, and list subnets.

fallbooks-us-mcp

Sovereign, MIT-licensed MCP server for professional-service workflow automation with Ed25519 cryptographic signatures and offline capability.

CUBUS Collaboration Hub

Enables secure synchronization of ChatGPT, Claude, and Obsidian via Supabase as the source of truth, with OAuth protection and proposal-based AI changes.

HWP-MCP

An MCP server that enables AI models to control Hancom Office Hanword (HWP) documents on Windows. It allows for the automated creation, editing, and management of Korean word processor files, including text formatting and table manipulation.

Board & Stable MCP Server

MCP server for searching horse boarding facilities and trainers across the United States.

vision-mcp

基于阿里云百炼DashScope（Qwen-VL）的视觉MCP Server，通过MCP协议为Claude Code、Trae等客户端提供图片理解（通用图片分析和UI截图分析）能力。

dsh-vision

An MCP server providing vision understanding tools (image QA, OCR, video and document understanding) via OpenAI-compatible endpoints, defaulting to Zhipu GLM vision models.