发现优秀的 MCP 服务器

Image Gen MCP

A brand-neutral, self-hostable MCP server for generating and editing images using natural language, with support for reference images and multiple providers.

MCP Registry Navigator

Lets users discover, compare, and audit public MCP servers from the official registry, validate server.json metadata, and generate installation snippets and publication checklists.

mcp-fraudlabspro

Fraud Prevention MCP server using FraudLabs Pro API.

Prophet MCP Server

An MCP server powered by Meta's Prophet that enables LLMs to perform time-series forecasting, trend analysis, and predictive modeling on historical data. It provides LLM-friendly statistical summaries, automated business-rule validation, and ready-to-render Chart.js visualizations.

niuyin-mcp-server

芝士学爆 MCP 服务

Serper MCP Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够通过 Serper API 执行 Google 搜索，从而允许模型从网络检索最新信息。

openclaw-mcp

Enables Claude Code to communicate with an OpenClaw bot via Matrix, allowing you to send messages and read replies using natural language.

MCP Media Player

Connects Home Assistant media players to Cursor, allowing automated control of playback (play/pause) based on agent activity for dopamine-driven development breaks.

onthisday

Enables users to retrieve historical events that occurred on a given day from the On This Day API, without authentication.

AKBridge MCP Server

Connects AKShare's extensive financial data interfaces to the Model Context Protocol (MCP), enabling LLM clients and agents to search, describe, and call these interfaces via natural language. Provides structured JSON output, pagination, routing, and automated validation to simplify data retrieval while maintaining reliability.

Postmark MCP Server

An MCP server implementation that enables sending emails via Postmark email services with features for sending plain text/HTML emails, using templates, tracking delivery statistics, and listing available templates.

wechat-mcp

An MCP server that lets an LLM read and drive the macOS WeChat client through the Accessibility API, without reverse-engineering or injected code. It supports listing chats, opening conversations, reading messages, sending actions, and saving media locally.

Master Brain MCP Hub

A central knowledge hub that connects AI tools to a unified 'Master Brain' with automated memory capabilities. It utilizes intelligent analysis to automatically capture and store key decisions, fixes, and learnings across various development environments.

Docker Hub MCP Server

Enables LLMs to search Docker Hub repositories, discover container images, and manage Docker Hub repositories and tags through natural language queries. Supports both public content access and authenticated operations with Docker Personal Access Tokens.

jira-mcp

提供使用 JQL 搜索 Jira 问题并检索详细问题信息的功能。

wikipedia-mcp

An MCP server that gives LLMs access to Wikipedia, supporting search, article retrieval, summaries, sections, and related topics across multiple languages and language variants.

MCP Workflow CLI Bridge

Acts as a unified dispatch hub for local coding agent CLIs, supporting capability-based routing, schema validation, and retries via MCP tools.

yandex-calendar-plugin

Unofficial local MCP plugin for interacting with Yandex Calendar from Codex. Enables calendar listing, event CRUD, and Telemost meeting creation via CalDAV.

MCP Reflection Tool

Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants, forcing structured step-by-step reasoning through complex problems to improve accuracy and maintain context during task execution.

Apify Google Local Services API MCP Server

Retrieves vetted Local Services Ads businesses (Google Guaranteed or Screened) as clean JSON for any service and US city, enabling lead generation, local SEO monitoring, and competitor tracking.

vindata-mcp

A remote MCP server deployed on Cloudflare Workers with GitHub OAuth authentication, providing tools like add, user info, and image generation.

Google Maps MCP Server Enhanced

Provides 14 comprehensive tools for geocoding, navigation, and visual mapping using Google Maps APIs. It also offers detailed environmental data including weather forecasts, air quality indices, and solar irradiance for location-based analysis and trip planning.

Noumi MCP Server

Enables AI agents to register as AI musicians, compose songs, and publish them to noumi.cc through a set of MCP tools for registration, guided creation, and status tracking.

paperless-mcp

Safety-focused MCP server and CLI for Paperless-ngx, enabling document metadata inspection, bounded OCR access, taxonomy analysis, and approved classification updates with stale-state checks and rollback.

genai-lab

MCP server providing RAG tools (search_notes, answer_from_notes) and resources for grounded answers over a local knowledge base.

Swagger/OpenAPI MCP Server

A Model Context Protocol server that enables LLMs to explore and interact with API specifications by providing tools for loading, browsing, and getting detailed information about API endpoints.

Agent Twitter Client MCP

一个模型上下文协议（Model Context Protocol, MCP）服务器，使人工智能代理能够在无需直接访问 API 的情况下与 Twitter 互动，支持推文操作、用户互动和 Grok AI 集成。

Certidão TRF

Issues civil, electoral, or criminal certificates from Brazilian Federal Regional Courts (TRF) using CPF/CNPJ and region, via a hosted, read-only MCP server.