发现优秀的 MCP 服务器

Primp MCP Server

An MCP server that provides HTTP client capabilities with browser impersonation for Chrome, Firefox, Safari, and Edge across multiple operating systems. It enables tools for making authenticated web requests, handling multipart file uploads, and retrieving responses in various formats.

Weather Chat Assistant

A modern chat interface that provides real-time weather information and forecasts for any location worldwide using the Model Context Protocol (MCP).

gammaray-mcp-bridge

Bridges GammaRay probe introspection data into MCP tools, enabling LLMs to inspect and debug Qt Quick/QML scene graphs, items, geometry, materials, and Qt Widgets.

Obsidian MCP Local

Enables AI assistants to search, read, create, and modify Markdown notes in local Obsidian vaults directly through filesystem operations. Supports tag-based discovery and frontmatter parsing without requiring Obsidian to be open, facilitating integration with VS Code Copilot via stdio transport.

zipmem-mcp

local-first long-term memory for MCP agents (no DB, no API keys)

computer-use-windows

A standalone MCP server for Windows desktop control, enabling screenshots, mouse and keyboard input, app launch, window/display management, and clipboard access via natural language.

Qdrant MCP Server

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

Sophos XGS MCP Server

A read-only MCP server that provides 60+ tools to query Sophos XGS firewall configurations via the XML API, covering firewall rules, NAT, VPN, web filtering, and more.

Telegram MCP Bridge

Bridges Telegram bot messages to Claude Code through MCP, offering instant AI auto-replies and optional keyword-triggered Claude integration.

revit-mcp

Enables AI assistants to interact with Autodesk Revit to query project data, manage elements, and execute generated code via the Model Context Protocol. It provides full compatibility with GitHub Copilot and Claude to automate BIM modeling workflows.

Build Runner MCP Server

Provides structured build, compile, and test operations with parsed output to reduce token usage and improve readability.

CloudMailin MCP

Enables AI models to manage CloudMailin email data, including listing addresses, messages, and sending emails with markdown support.

OpenTTT-MCP

MCP Server for OpenTTT — Proof of Time tools for AI agents AI Agent A and Agent B both trigger a payment at the same time. Who was first? OpenTTT answers this with cryptographic Proof of Time — synthesized from multiple independent time sources, verified through GRG integrity shards, and signed with Ed25519 for non-repudiation.

telco-mcp

Enables governed, deterministic retention analytics over a checksum-pinned Telco customer churn snapshot, letting users ask business questions in natural language while the server handles metric definitions, bounded queries, and aggregate execution with provenance and caveats.

FastMCP Server

A production-ready MCP server with demo tools (calculator, web search, web fetch) and a Playground UI for interactive testing.

openanalyst-mcp-server

MCP server that turns coding agents into data analysts: attach CSV/Parquet/JSON/XLSX or databases, profile data, run read-only SQL, and render Vega-Lite charts as SVG files.

Unreal-MCP

Controls Unreal Engine 5 editor from AI coding assistants, enabling 280 commands across 13 categories for materials, blueprints, Niagara VFX, and more.

Daraja MCP

一个模型上下文协议服务器，它将人工智能应用与Safaricom的Daraja API集成，从而通过M-Pesa服务实现人工智能驱动的金融交易和自动化。 Or, a slightly more formal and technical translation: 一个模型上下文协议服务器，该服务器集成了人工智能应用程序与Safaricom的Daraja API，从而能够通过M-Pesa服务实现人工智能驱动的金融交易和自动化。

Arduino MCP Server

Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.

TON Dev Skills MCP Server

Enables AI assistants to audit, migrate, scaffold, and manage TON smart contracts using the TON Dev Skills platform.

Outlook Email MCP Server

An MCP server that enables reading and managing Microsoft 365 / Outlook emails through Microsoft Graph API, allowing users to list, search, send, draft, and authenticate using device code flow.

middle-tool

Provides a unified MCP server to interact with multiple middleware (Loki, MySQL, Redis, RocketMQ, Elasticsearch, MongoDB) through a desktop application for connection management and configuration export.

codebugs

Persistent code finding, requirements, and release tracker for AI assistants. Enables durable memory for code review findings, requirements, dependency blockers, parallel-agent coordination, and release milestones with minimal token overhead.

ProactiveAgent

Provides shared long-term memory and proactive suggestions across AI coding agents, enabling persistent user preferences and behavior rules that are remembered and applied across different tools. Includes memory capture, recall, extraction, and suggestion tools with a local-first and privacy-focused design.

ServiceTitan MCP Server

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

Intervals.icu MCP Server

将 Claude 连接到 Intervals.icu API，以检索健身数据，包括活动、锻炼、健康指标和训练事件。

Law.AI MCP Server

Provides AI assistants access to 991,000+ bar-verified U.S. attorney profiles for accurate lawyer search, verification, and referral without hallucination.

MCP Beeminder Server

一个 MCP 服务器，为 AI 助手提供访问 Beeminder API 的权限，使它们能够通过自然语言帮助用户跟踪目标、管理数据点以及与 Beeminder 的自我承诺工具进行交互。

Calculator MCP Server

用 TypeScript 构建的综合性计算器 MCP 服务器

Quick KG MCP Server

Enables AI agents to automatically crawl online documentation, build local knowledge graphs, and semantic indexes to quickly establish a project knowledge base for Amazon Q Developer.