发现优秀的 MCP 服务器

GO2 Sport MCP Server

Enables controlling a Unitree GO2 robot's motion (forward, backward, left, right, stop, stand up, and move with custom velocities) via MCP tools, using ROS2 commands.

Gemini Streamable HTTP MCP

A Docker-based deployment that wraps the Gemini MCP server with supergateway to expose its tool capabilities over Streamable HTTP. It enables users to perform image-editing workflows and interact with the Google Gemini API using a standardized web-accessible endpoint.

ngmcp

Enables AI agents to query and browse Norton Guide database files, providing tools for reading entries, searching, and navigating menus.

codemem

Persistent memory MCP server that captures coding session context and automatically injects relevant memories into prompts using hybrid search for OpenCode and Claude Code.

MBIT-Test

An MCP server for the MBTI personality test, supporting AI assistants to guide users through the personality test and provide result analysis.

WG-Console-MCP-server

Enables AI assistants to access live Wargaming API data for World of Tanks Console, allowing queries about players, clans, vehicles, and tank comparisons.

skillsmp-mcp-server

This MCP server enables AI agents to search, discover, and install skills from the SkillsMP marketplace, with support for keyword and semantic search, skill content retrieval, and installation to various coding agents.

xhs-mcp

Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.

GitHub MCP Server

Enables AI agents to manage GitHub repositories, branches, issues, pull requests, releases, and actions through natural language.

MCP-Mealprep

这个项目从 GitHub 仓库中获取多个 MCP 服务器，将它们与此仓库的 GHCR 容器打包在一起，并使用 docker-compose 启动它们，作为一个堆栈来运行，提供 ML/AI 资源。

mcp-gui-server

A modern MCP server that provides interactive graphical user interface, terminal command execution, and AI-powered prompt enhancement for MCP-compatible clients.

mcp-auth-poc

A minimal MCP server with token-based authentication and SSE transport, providing greeting and echo tools for testing authentication patterns in remote MCP servers.

zep-mcp

MCP server that wraps the Zep Cloud API to give AI assistants long-term memory via a knowledge graph, enabling storing and searching facts, managing users and threads, and adding notes.

Investment MCP Server

Provides read-only access to a SQL Server investment database, enabling searching symbols, retrieving prices and history, and generating research snapshots.

polymarket-toolkit

Read-only Polymarket data tools for AI agents: wallet profiles, fee-inclusive PnL cross-checks, Brier-score calibration, leaderboards, market scans and more (10 tools). No API keys, no order placement — data only. English + Chinese docs.

GitHub MCP Server

Enables interaction with GitHub repositories through the GitHub API using fastMCP. Supports repository information retrieval and management with secure token-based authentication.

Home Assistant MCP Server (HA-mcp)

Enables AI assistants to interact with Home Assistant to control smart home devices, query entity states, and manage automations using natural language. It provides over 90 tools for comprehensive system management, including dashboard configuration, service execution, and automation debugging.

MCP Remote with Adobe and Okta Authentication

A wrapper for mcp-remote that provides secure authentication for protected MCP servers using Adobe IMS or Okta OAuth flows. It features automated token management, validation, and background refreshing for seamless access to remote resources.

mcp-semver

Provides semantic versioning tools to parse, compare, and check range satisfaction for version strings, enabling version management through natural language queries.

mcp-server-springaidemo

一个 Spring AI mcp-server 演示

Hyperbrowser MCP Server

Enables web scraping, crawling, structured data extraction, and browser automation through multiple AI agents including OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

MYOB Codex MCP

Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only tools by default and mutating actions that require explicit approval before commit.

JADX-MCP-SERVER

一个模型上下文协议服务器，连接到定制的 JADX 分支 (JADX-AI)，并使本地 LLM 能够与反编译的 Android 应用程序代码交互，以实现实时逆向工程辅助。

bult-mcp-server

Deploy and manage Bult.ai cloud hosting projects from MCP clients like Cursor, Claude Desktop, and Claude Code. Create projects and services, deploy GitHub repositories or Docker images, manage routes and volumes, inspect logs, and troubleshoot deployments from your AI assistant.

Maestro MCP Server

比特币的 Maestro MCP 服务器

News MCP Server

A server that provides tools to search news articles and fetch top headlines using the GNews API.

strand-router

Enables AI agents to branch, score, prune, and merge conversation strands with provenance and timeline export. Provides MCP tools and resources for managing parallel exploratory strands.

MySQL MCP Server (Optimized)

An MCP server for MySQL that enables users to execute SQL queries, inspect table structures, and explore database schemas through a clean, SOLID-based architecture. It includes built-in security validations to protect against dangerous operations and ensure safe interaction with database resources.

SwaggerWatcher MCP Server

An MCP server that dynamically reads OpenAPI specs and registers every endpoint as an LLM-callable tool with automatic change detection and hot reload.

Google Tag Manager MCP Server

Enables interaction with Google Tag Manager containers, tags, triggers, and variables through natural language, using OAuth authentication.