发现优秀的 MCP 服务器

agentready

MCP server for auditing e-commerce stores' AI agent readiness, providing deterministic scores, blockers, and fixes. Enables agents to call check_merchant_readiness, get_readiness_report, and list_agent_ready_stores.

Advanced HWP MCP Server

Enables comprehensive control of Hangul (HWP) documents through an MCP server, supporting operations from basic document management to advanced formatting, tables, images, and document structure manipulation.

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.

CreativeScope MCP

Mobile-game ad creative intelligence for MCP-enabled agents, providing live access to creative search, rankings, advertiser profiles, and AI analysis from public ad placements across major SDK ad networks.

Roo Activity Logger

让 Roo Code 记录活动的 mcp-server

tfl-mcp-server

Provides real-time Transport for London data including line status, journey planning, and disruption information via the TfL Unified API.

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.

hive-mcp-spire

Provides tools to sign and verify post-quantum attestations of AI agent actions (mint, trajectory, coherence) using ML-DSA-65 signatures, with offline verification always free.

CADPilot

AI pilots FreeCAD. Provides full control of FreeCAD for parametric modeling, assembly, geometry sensing, and more via MCP tool calls.

YAPI MCP Server

A Model Context Protocol (MCP) server for interacting with a YAPI instance, enabling LLMs to list, search, and retrieve detailed API documentation from YAPI projects.

Photon MCP Server

Automatically generates MCP tools, CLI, and web UI from TypeScript methods, enabling AI agents and chat clients to interact with custom capabilities defined once.

Notes MCP Server

Enables note management (create, read, update, delete, list) through MCP, with advanced features including real-time WebSocket communication, performance optimization, security, and monitoring.

flowbite-mcp

This MCP server is the official resource of the Flowbite UI framework and enhances development of websites, layouts, and themes using Tailwind CSS

MCP Salesforce Server

Enables AI assistants to interact with Salesforce through a secure interface for performing CRUD operations, executing SOQL queries, and managing schema discovery. It features a smart learning system that analyzes custom objects and fields to provide intelligent assistance tailored to specific Salesforce configurations.

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.

drawio-mcp-server

Enables AI agents to create, modify, and analyze diagrams using Draw.io (Diagrams.net) through MCP commands.

hivepulse

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

Hermes Bridge

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

Rocketmq Mcp

RocketMQ MCP Server (火箭MQ MCP服务器)

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.

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.

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.

macos-control-mcp

Give AI agents eyes and hands on macOS.

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。

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.

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.

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.

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.