发现优秀的 MCP 服务器

ESP RainMaker MCP Server

Enables MCP-compatible clients to interact with ESP RainMaker devices for node management, parameter control, scheduling, and group management via the official CLI.

Blockscout MCP Server

MCP server for Blockscout, providing agent-ready access to blockchain explorer data via natural language. It exposes tools generated from the Blockscout API spec, requiring no authentication.

Artifacts

MCP server that turns agent-generated Markdown, HTML, and text into persistent links, with tools to create, update, remove, list, and retrieve artifacts.

ollama-handoff

Offloads cheap work from cloud LLM agents to a local Ollama model, reducing costs and keeping frontier models focused on complex tasks.

Risk Assessment AI MCP

Risk Assessment AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

LeanMCP Minimal Server

A minimal MCP server framework that enables zero-config tool discovery and streamable HTTP transport using the LeanMCP SDK. It allows developers to build type-safe services with automatic schema validation and integrated React UI components.

Freqtrade-MCP

Integrates with the Freqtrade cryptocurrency trading bot via its REST API to enable AI-driven automated trading and bot management. It allows users to fetch market data, monitor performance, manage whitelists, and execute trades through natural language.

harness-fe

A source-aware MCP server that connects AI agents to browser and server runtimes, enabling real-time debugging, monitoring, and automatic fixes via WebSocket or HTTP.

fashion-inventory-mcp

Enables natural-language shopping queries on a fashion inventory flat file, with tools for searching products and recommending matching items via OpenAI.

WizTree MCP Server

Bridges AI assistants with WizTree to scan drives, find large files/folders, and perform intelligent cleanups.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

Cisco Meraki MCP Server

Enables AI assistants to manage Cisco Meraki networks through natural language, including organizations, networks, devices, switches, wireless, and appliances.

MCP Compass

MCP Compass 是一种发现和推荐服务，它通过自然语言查询来帮助 AI 助手查找和理解模型上下文协议 (Model Context Protocol) 服务器。

adobe-cja-mcp

MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics queries including reports, breakdowns, trends, and dimension searches through Claude and other MCP clients.

SNOMED CT MCP Server

An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR R4 terminology server supporting SNOMED CT and ECL. Offers tools for searching by term, fetching by code, and navigating the concept hierarchy.

Python MCP Server

一个模型上下文协议服务器，用于提取和分析 Python 代码结构，重点关注文件之间的导入/导出关系，以帮助 LLM 理解代码上下文。 (Simplified version, emphasizing clarity and common usage:) 一个模型上下文协议服务器，它提取并分析 Python 代码结构，特别是文件之间的导入/导出关系，从而帮助 LLM 理解代码上下文。

Playground MCP

MCP server for Korean content mini-games, enabling AI agents to host and participate in quote guessing, word relay, actor relay, balance games, and daily challenges.

PTV Transit MCP Server

Exposes Victoria's public transport (PTV) GTFS timetable data as MCP tools, allowing LLMs to answer natural-language questions about routes, stops, and departure times.

Nigeria Payments MCP

A remote MCP server that lets any AI agent accept payments in Nigeria via cards, bank transfer, USSD, and mobile money through Paystack.

ninjaone-mcp

Enables MCP clients to interact with NinjaOne, providing tools for managing devices, organizations, alerts, and tickets. Uses a decision tree architecture to load domain-specific tools on demand.

shopify-multi-store

Enables secure management of multiple Shopify Admin stores through separate aliases and access tokens, supporting GraphQL queries and mutations with per-store authorization.

Hands-on MCP (Message Control Protocols) Guide

MCP 基础 (MCP jīchǔ)

Ceveto MCP Server

Enables AI agents to interact with the Ceveto business management API through MCP, with permission-filtered tools and secure Ed25519 authentication.

MCP Server Tauri

Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.

Bookmark MCP Server

Enables Claude Code to save, find, and list bookmarks stored in a JSON file.

Maticon Office DocSpace MCP Server

Enables AI agents to manage rooms, collaborate on files, set permissions, and automate document workflows in Maticon Office DocSpace using natural language commands.

mcp-jina-ai

一个 MCP 服务器，通过 Claude 提供对 Jina AI 强大的 Web 服务（页面阅读、网页搜索、事实核查）的访问。

mcp-confluence

MCP server for Confluence Server/Data Center (self-hosted) that gives LLM agents access to search, read, create/edit pages, comments, labels, and attachments via the Confluence REST API.

wraith-mcp

An AI-native stealth browser MCP server that uses AI vision navigation and bot detection bypass, enabling natural language browser automation.

BattleGrid MCP Server

Enables AI agents to play crypto prediction games on BattleGrid by managing accounts, submitting entries, and accessing market data through MCP tools and prompts.