发现优秀的 MCP 服务器

Garmin MCP Gateway

A multi-user OAuth 2.1-protected gateway that enables Claude to access Garmin Connect tools through secure per-user sessions.

antigravity

Enables local AI agents to generate code and interact with Google Antigravity (Gemini Pro) via MCP, consuming zero API tokens.

Garmin Workout Pipeline

Enables building and uploading structured workouts to Garmin Connect using YAML or natural language, supporting running, cycling, and strength with zones and circuits.

Hefeng QWeather MCP Server

Provides comprehensive weather data including forecasts, air quality, weather alerts, historical data, and astronomical information through the Hefeng Weather API. Supports real-time weather, multi-day forecasts, hourly predictions, and specialized data like sunrise/sunset times and precipitation forecasts.

s3-tools

一个 MCP 服务器，提供与 AWS S3 存储桶交互的工具，从而可以通过模型上下文协议直接访问 S3 操作。

memorybank

Portable long-term memory store for agents, exposed over MCP.

Impri

Human-in-the-loop approval inbox for AI agents: an agent proposes an action (send email, post comment, run a command), a human approves, rejects, or edits it from a web, mobile, or Slack/Discord/Telegram inbox, and the agent only runs on approval. Full audit trail, self-hostable (MIT).

identity-aware-mcp-server

A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer tokens, validates JWTs with JWKS, enforces tool-level scopes and roles, and logs the full delegation chain.

college-roi-mcp

MCP server providing U.S. college ROI data (30-year NPV, major ROI, best-value rankings, and out-of-state tuition penalty) by wrapping a free, keyless API.

SolidWorks MCP

An MCP server that generates Python scripts for automating SolidWorks tasks by translating natural language requests into executable pywin32 code for creating parts and drawings.

Licensing Hardening MCP Server

A deliberately vulnerable MCP server for local authority licensing, designed to demonstrate and fix native MCP weaknesses such as SQL injection and tool poisoning.

paki-curator

Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catalog. 301 works up to native 16K, 6 tools including spatial recommendations.

Monarch Money MCP Server

Read-only MCP and HTTP proxy server for accessing Monarch Money financial data, enabling transaction analysis, budget tracking, and cashflow insights through natural language.

Deviseur Azure

MCP server that converts hardware specs into Azure price quotes using live Azure Retail Prices API. Provides tools to propose VM flavors, get full quotes with disk and reservation options, and batch-analyze RVTools exports.

ERDL MCP Server

Enforces deterministic rules for AI agents with 30 built-in presets and unlimited personal rules to ensure consistent behavior.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) included.

MCPSystem

A local runtime for persistent, isolated replicas of services such as GitHub, GitLab, Bitbucket, Jira, Linear, and YouTrack, providing MCP surfaces for agents to interact with software-company resources.

Claude MCP Tools

用于扩展 Claude 功能的 MCP (模型上下文协议) 服务器集合

JMeter MCP Server

A Model Context Protocol server that enables execution of JMeter performance tests through AI assistants and MCP-compatible clients like Claude, Cursor, and Windsurf.

MCP Reloader

A hot-reload development tool that enables real-time development of MCP (Model Context Protocol) servers by automatically reloading tools as they're modified without requiring manual restarts.

GitHub MCP Server

A self-hosted MCP server that gives Claude access to your GitHub account — read files, browse repos, commit changes, and manage issues and pull requests, all from a conversation.

mcp-sidecar

A lightweight, cross-platform MCP server for managing background processes. Enables AI coding agents to spawn, monitor, and interact with long-lived processes.

Task Manager MCP Server

Enables AI assistants to manage tasks through a comprehensive interface with 8 tools for creating, updating, searching, and tracking tasks with priorities, categories, and due dates. Features persistent file-based storage, advanced filtering, and task statistics for complete task management workflow.

MCP HarmonyOS

A Model Context Protocol server for HarmonyOS development, enabling AI assistants to interact with HarmonyOS projects, devices, and applications.

MCP Router

Extensible MCP server that aggregates multiple backends (email, browser, todoist, etc.) behind a single endpoint, with secure deployment via Cloudflare Tunnel and Workers.

paraglide-mcp

Enables translation of i18n messages in Paraglide JS projects by serving small batches, validating translations against source structure, and saving them per locale through inlang's SDK.

mcp-secure-sandbox

Provides a secure, containerized Python sandbox for executing LLM-generated code with multi-layer isolation, along with JSON/CSV validation and workspace state snapshots.

email-mcp

MCP server that sends outbound emails with automatic single-thread mapping in Gmail, enabling reply-style conversations within a single thread.

Cloud Storage Agent

An MCP server deployed on Cloud Run that enables reading Cloud Storage and leveraging Vertex AI models via natural language.

mac-mail-mcp

Provides read-only access to Apple Mail.app emails, accounts, and folders by directly reading the local SQLite database.