发现优秀的 MCP 服务器

Figma MCP Server

镜子 (jìng zi)

computer-use-mac-mcp

MCP server for macOS desktop automation enabling screenshot, click, type, scroll, and more. Retina-aware, supports CJK text input and multi-monitor, works with any MCP client without API keys.

chuk-mcp-celestial

Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.

LGTM MCP Server

Provides read-only access to Loki, Prometheus, and Tempo APIs, enabling natural language queries for logs, metrics, and traces. Supports multiple instances and authentication via bearer tokens.

Xiaohongshu Search & Comment MCP Server

A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactions, enabling users to login, search for notes, view content, and post intelligent comments through natural language commands.

bodybridge

Connects embodied devices (like StackChan, Raspberry Pi, ESP32) to AI via MCP protocol, enabling motion control with zero API cost, no PC required, and fully self-hosted.

MCP File Editor Server

Enables comprehensive file operations including reading, writing, searching, and editing files with advanced features like regex-based replacements, line-specific modifications, and directory-wide search capabilities. Provides 8 robust tools for safe file manipulation with content verification and detailed error handling.

Jira Issue MCP Server

Enables interaction with Jira through OAuth 2.0 to create and manage issues directly from MCP-compatible clients. It supports secure authentication and local token caching to facilitate automated task management within Jira projects.

Crawlora MCP

Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.

halobot

An MCP server that enables AI agents to communicate with humans through Discord. Agents can send messages, create threads, wait for replies, and manage conversations across any MCP client.

AI Sticky Notes

Enables AI agents to create, read, and summarize sticky notes stored in a local text file through MCP tools, resources, and prompts.

FileMaker MCP Server

A server that dynamically exposes FileMaker scripts as tools, providing a Gradio-based user interface for interacting with FileMaker databases through the Model Context Protocol.

Reddit Ads MCP Server

Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad groups, ads, and generating performance reports with OAuth2 authentication.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing custom tool definitions and SSE endpoint for integration with MCP clients like AI Playground or Claude Desktop.

DevPanel MCP Server

A local MCP server for managing SaaS projects with planning, operations, and secrets, designed to work with Claude Code via stdio. It provides tools for kanban, health monitoring, and secure secrets management, all logged for AI transparency.

Lunch Money MCP Server

Enables interacting with the Lunch Money personal finance API through MCP tools for retrieving user info, transactions, and performing calculations, with minimal response sizes.

human-mcp

一个 MCP 服务器，允许 AI 助手通过 Streamlit UI 向人类发送请求并接收他们的响应，从而利用人类的能力。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，它允许人工智能助手通过 Streamlit 用户界面向人类发送请求并接收反馈，以此来利用人类的能力。

YtMCP

A Model Context Protocol server providing comprehensive read-only access to YouTube data, including video search, transcripts, and channel forensics. It features 16 specialized tools designed for content analysis and metadata retrieval in LLM applications.

Google Ads MCP (Node.js)

Enables AI to securely access and query Google Ads account data without Google Cloud setup, using GAQL.app as a backend.

@arguslog/mcp-server

Read and manage your Argulog error tracking data - issues, projects, alerts, releases, billing, and admin operations - from any LLM agent. Authenticates with a Personal Access Token from the dashboard: PAT scopes gate writes server-side.

mcp-spotify-cli

A CLI agent that controls Spotify through natural language commands, leveraging the Model Context Protocol to separate Spotify tools from the LLM client, and supporting multiple AI providers like Groq, Gemini, and OpenAI.

ScrapeAPI MCP Server

Enables web scraping of URLs, including extracting text, links, images, metadata, taking screenshots, and using CSS selectors for structured data extraction.

Infomaniak kSuite MCP Server

A unified MCP server that gives AI agents full access to your Infomaniak kSuite ecosystem, including kDrive, Calendar, Mail, Contacts, kChat, kMeet, Chk, and kPaste.

Persome MCP Server

Enables MCP agents to query a local, cross-app personal model built from macOS activity, providing search, receipts, and model tools.

Engedi

Provides live data API for AI agents with 51 REST endpoints across finance, travel, weather, news, and more, using USDC micropayments without API keys.

Graylog MCP Server

Enables AI assistants to search and analyze logs in Graylog using three powerful tools: generic log search with Lucene queries, smart UUID/trace ID lookup across multiple fields, and stream-specific message retrieval with automatic field normalization.

TheBrain MCP Server

Enables AI assistants to interact with TheBrain's knowledge management system for creating, searching, and organizing thoughts, notes, and attachments using natural language. It provides comprehensive tools for managing hierarchical thought structures, link relationships, and file attachments through TheBrain's API.

Mercadinho Mercantes Multi-Agent AI Assistant

A sophisticated MCP server that provides intelligent customer service for a Brazilian retail chain through multiple specialized AI agents that handle product inquiries, sales assistance, customer management, and store operations.

FIS Recommender MCP Server

Analyzes DevOps findings to automatically recommend and generate AWS Fault Injection Simulator (FIS) experiment templates. It helps teams validate system resilience by mapping reported issues to specific chaos engineering actions across AWS services.