发现优秀的 MCP 服务器

Chess MCP Server

Enables playing chess games with legal move validation and AI opponent moves powered by the Stockfish engine. Supports multiple concurrent games and provides moves in UCI format.

MCP Metaculus Server

Retrieves historical prediction data, community forecasts, and user comments from Metaculus forecasting platform with strict date filtering to prevent future information leakage for backtesting applications.

threads-mcp

An MCP server for Meta's Threads that acts as your own account, enabling reading profiles, posts, replies, timeline, search, and performing actions like posting, replying, liking, following, and scheduling, using a real logged-in browser session.

gmaps-lead-atlas-mcp

An MCP server that enables finding and qualifying local business leads through the Google Maps Places API, with tools for searching businesses, fetching details, and sweeping areas for coverage.

game-art-mcp

Provides AI agents with tools to manage and enforce consistent pixel-art style for 2D RPG games, including style definitions, asset registry, art memory, QA checks, provider execution, and versioning.

PostGIS Yukon MCP

Enables natural language and geospatial queries on PostGIS databases, with 32 tools for spatial analysis, geometry operations, and database management.

rapid7-mcp

Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating incidents, searching logs with LEQL, managing alerts and assets, analyzing user behavior, and handling threat intelligence.

abap-mcpb

Enables SAP ABAP development by connecting Claude Desktop to SAP systems via the ADT API for reading, writing, and deploying code. It offers 25 tools covering object management, transports, quality assurance, and SQL data access.

mcp-policy-guardian

A deterministic, network-free MCP server for validating repository release hygiene and version alignment in local projects. It enables automated repository health checks and generates standardized release checklists based on project state.

BackendMax

AI-powered backend diagnostics MCP server that statically analyzes frontend and backend code to catch cross-boundary bugs, contract drift, missing validation, security gaps, and performance anti-patterns before deployment.

TOS MCP Server

Enables interaction with Volcengine's TOS (Object Storage) service through MCP protocol. Supports bucket management, object operations, pre-signed URLs, and media processing including image manipulation and video frame extraction.

Gmail MCP Server

MCP server that lets AI assistants send, read, and manage Gmail through natural language, including email sending, inbox management, and template-based outreach.

Piskel MCP Server

Enables AI assistants to create and manipulate pixel art by providing tools for drawing, layer management, and animation frame control. It supports exporting projects to PNG, GIF, and sprite sheet formats via the Model Context Protocol.

s-GitHubTestRepo

从 MCP 服务器演示创建。

PsyFlow-MCP

A lightweight FastMCP server that enables language models to discover, clone, transform, and localize PsyFlow task templates through a streamlined workflow with standardized tools.

LIFX MCP Server

A TypeScript-based MCP server for controlling LIFX smart lights via the official LIFX HTTP API, allowing users to manage light states, toggle power, apply effects, and activate scenes.

mcp-data-nl

Enables searching, viewing metadata, and querying tabular resources from Netherlands Open Data (data.overheid.nl) via CKAN.

autoevolve

MCP server for agent-native evolutionary optimization. Enables agents to join runs, submit gate-checked mutations, and collaborate on evolving code toward a stated goal.

arr-mcp

A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, Seerr) via Claude.ai on mobile, enabling you to fix bad downloads, block release groups, request new content, and check trending.

Clarity PPM MCP Server

Enables AI assistants to interact with CA Clarity PPM for discovery, CRUD operations, and analytics.

302AI BrowserUse MCP Server

一个模型上下文协议服务器，使 Claude Desktop 能够浏览网页，可能允许该 AI 访问和与网页内容进行交互。

YouTube Transcript MCP Server

Retrieves transcripts from YouTube videos with support for multiple languages, timestamp control, and language detection. Enables video content analysis, summarization, and quote extraction without manually downloading or watching videos.

Gemini Transcription MCP

An MCP server for audio-to-text transcription using Google's Gemini API via OpenRouter, offering multiple tools for raw, cleaned, or formatted transcripts with support for local and remote deployment.

GCP Infrastructure MCP Server

Provides 30+ read-only tools for querying Google Cloud Platform infrastructure, designed for AI assistants and Terraform workflows.

Insight AI-SQL MCP Server

Enables querying a PostgreSQL database using natural language by retrieving context from Azure AI Search and generating SQL with Azure OpenAI, with validation and optional execution.

Paprika MCP Server

Enables AI assistants to search, read, and update recipes in Paprika Recipe Manager, allowing natural language interaction with your recipe collection including ingredients, directions, and metadata.

TaskMarket MCP Server

Enables agents to delegate tasks to human/AI workers on TaskMarket by listing, inspecting, and submitting work, while leaving spending flows to the user-authorized CLI.

Geocoding MCP Server

A Model Context Protocol server that provides geocoding services by integrating with the Nominatim API, allowing AI assistants to perform location-based lookups.

Prefeitura SP São Paulo: Multas (Antiga)

Provides read-only access to query old traffic fines from the official São Paulo city source via a single consultation tool, functioning as an MCP server over HTTP.