发现优秀的 MCP 服务器

gwanggo-mcp

Enables AI agents to generate images and videos using 30+ models (Seedream, Sora, Veo, etc.) via the Gwanggo API. Provides tools for model listing, image/video generation, task checking, and credit balance.

Hermes Bridge

Enables MCP agents to delegate tasks to a local Hermes Agent for terminal, file, browser, and coding operations, and schedule recurring jobs.

scorecard-ai-mcp

Enables AI assistants to interact with the Scorecard REST API for exploring endpoints, making test requests, and integrating the SDK into applications.

ONS Baby Names API MCP Server

Enables querying England & Wales baby names data via natural language, including top names, popularity trends, geographic breakdowns, and similar names, through MCP-compatible clients like Claude.

collegia-mcp

Enables teachers to use AI agents for lesson preparation, grading, and administrative tasks through tools for class averages, school resources, and assessment prompts.

Competitor Website Change Monitor

Enables monitoring competitor websites for price drops, new products, promotions, and content changes directly from Claude or any MCP-compatible AI client.

Peek

Enables AI agents to take screenshots of local web pages and capture user-selected UI elements via a bookmarklet, providing element metadata for precise visual understanding.

youtube-music-mcp

An MCP server that enables AI applications to search YouTube music videos and manage playlists via the YouTube Data API v3, with OAuth support for playlist and subscription management.

MCP Stateless Examples

Educational MCP server demonstrating the 2026-07-28 stateless protocol with raw Starlette, no SDK, featuring tools, request state handles, MRTR elicitation, and subscriptions.

hivepulse

MCP server for agent network monitoring. Aggregates real-time population counts, transaction volume, and health metrics across multi-service agent infrastructure.

Rocketmq Mcp

RocketMQ MCP Server (火箭MQ MCP服务器)

hypertool-mcp

Proxies to all of a user's MCPs and allows them to expose dynamic toolsets of tools from those servers to improve context and tool-usage.

GitIngest MCP Server

Integrates GitIngest to generate context files from public and private GitHub repositories, optimized for LLM consumption. Supports flexible file filtering, Docker deployment, and secure token-based authentication for private repository access.

Sandbox Agent

Enables code execution in isolated Docker containers with persistent IPython, Node.js, or R kernels, supporting file import/export and cross-session transfers via MCP tools.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

macos-control-mcp

Give AI agents eyes and hands on macOS.

微生活会员 MCP

自动登录微生活管理系统，查询会员、储值、消费、优惠券、营销活动等全维度经营数据。

Jules MCP Server

Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.

EthersFlow MCP Server

Enables AI agents to verify proposed actions through federated adversarial consensus among multiple LLMs, providing Ed25519-signed attestations to prevent hallucinations, unverified counterparties, and compliance risks before execution.

mcp-resource-tool-adapter

Exposes MCP resources through generic compatibility tools for clients that cannot call resources/read directly.

lawtasksai-mcp

200+ AI-powered legal research and drafting skills for attorneys — case law analysis, motion drafting, contract review, deposition prep, and ABA compliance tools. LawTasksAI.com never sees your client data.

Google Drive MCP Server

MCP server for interacting with Google Drive using a service account, restricted to a specific root folder. Supports file operations like search, list, create, update, and read.

OntoRamp Transformation Radar

Analyzes enterprise transformation programs to surface maturity gaps and risk signals, enabling AI agents to identify stalled initiatives and prioritize actions.

VibeCheck MCP

MCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.

cesium-mcp

AI-powered 3D globe control via Model Context Protocol. Connect any MCP-compatible AI agent to CesiumJS — camera, layers, entities, spatial analysis through 19 natural language tools.

WeCom Mail MCP

通过企业微信官方邮件API发送普通邮件，并支持查询邮箱信息，兼容stdio、sse和streamable-http传输方式。

TradingView MCP Bridge

Enables AI assistants to interact with local TradingView Desktop charts via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation. All data stays local, requiring a valid TradingView subscription.