发现优秀的 MCP 服务器

OpenCollab MCP

Enables developers to find personalized open-source contributions by analyzing GitHub profiles and matching them with relevant 'good first issues' and beginner-friendly repositories. Provides comprehensive contribution tooling including repository health scoring, setup difficulty assessment, impact estimation, and automated PR planning.

scaleforge-mcp-meta-ads

Meta Ads MCP by ScaleForge — a Model Context Protocol server that exposes Meta (Facebook/Instagram) Ads management directly through the Graph API v24.0

PrimeKG to Neo4j

PrimeKG数据集的MCP服务器

revpar-mcp

A Revenue Management MCP server for hotels and short-term rentals that provides market intelligence, event data, and dynamic pricing recommendations.

MCP Image Gen

Generates images from text prompts using Google's Gemini AI models with customizable aspect ratios and resolutions up to 4K, automatically saving images locally.

Heygen Universal MCP Server

Provides a standardized interface for interacting with Heygen's AI video generation tools and services through a unified API.

mcp-teamline

Enables MCP hosts to call the Teamline API for user authentication, task listing, creation, completion, and webhook management.

cro_mg_cadastro-mcp

Consulta em fonte oficial o cadastro do Conselho Regional de Odontologia de MG (somente leitura) via uma ferramenta MCP.

Python MCP Toolkit Server

A Python-based MCP server for file operations, web search with fallback, and task management, designed for Termux and extensible via plugins.

flatkey-mcp

Enables any MCP-compatible AI client to use the Flatkey API for generating text, images, video, speech, sound effects, and music, with credit consumption tracking.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

gbox

Gru-sandbox (gbox) 是一个开源项目，它提供了一个可自托管的沙箱，用于 MCP 集成或其他 AI 代理用例。

Bilibili MCP (Playwright)

An MCP server that utilizes Playwright to automate Bilibili video uploads, including automated metadata entry for titles, tags, and descriptions. It features QR code login and cookie persistence to enable seamless interaction with the Bilibili creator platform.

@cyanheads/mcp-ts-core

A TypeScript framework for building MCP servers with declarative tool, resource, and prompt definitions, built-in auth, multi-backend storage, and observability.

Sanity MCP Server

Enables AI agents to directly interact with Sanity CMS projects, including querying, creating, and managing documents, schemas, releases, and image generation.

US Weather MCP Server

Provides weather information for the United States through the Model Context Protocol. Enables users to query current weather conditions and forecasts for US locations.

bio-mcp

生物信息学家和计算生物学家的 MCP 服务器

Apple Health MCP

Enables users to query Apple Health metrics, workouts, and trends from CSV files exported via the Health Auto Export app. It allows MCP clients to analyze health data such as heart rate, sleep stages, and activity levels directly from local iCloud Drive storage.

Weather MCP

A MCP server for querying real-time weather information for any city worldwide using the free Open-Meteo API, supporting CLI and integration with AI clients like Claude and Cursor.

TextureFlow MCP Server

Enables voice-controlled, confirmed actions on Android notifications via a bridge to Convex. Exposes eleven tools with no immediate-send operation, requiring explicit confirmation for reply, dismiss, and snooze.

myBrAIn

MCP server that provides persistent memory and contextual awareness to language models, enabling project onboarding, recall of architectural rules, and code consistency across sessions.

Databricks MCP Server

A FastAPI-based server that provides tools for local file management and Databricks operations, enabling users to create/edit files locally and interact with Databricks clusters, jobs, and DLT pipelines.

sp-api-mcp-server

Unifies Amazon SP-API and Ads API into 20 MCP tools for orders, inventory, reports, feeds, and advertising, handling auth, throttling, and PII compliance automatically.

mcp-docs-tools

Provides documentation generation and analysis tools for AI agents, including JSDoc generation, README analysis, changelog generation, API documentation, and code comment analysis.

scoutdocs-mcp

MCP server that fetches and searches the latest stable documentation for any package from PyPI, npm, and crates.io.

mcp-ssh-multi

MCP server for managing multiple SSH servers via AI assistants, offering tools for remote command execution, file operations, and system monitoring.

NotebookLM MCP Server

Enables interaction with Google's NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Drive, perform AI-powered research and analysis, and generate audio overviews, videos, infographics, and slide decks from research content.

MCP Wait Timer Server

Provides a simple 'wait' tool that introduces deliberate pauses into workflows executed by MCP clients, allowing time for asynchronous operations to complete before proceeding to the next step.

Database MCP

Enables interaction with MySQL and PostgreSQL databases through separate pluggable MCP servers with shared core functionality. Features optional TTL caching, bilingual prompts, and a unified gateway for managing multiple database connections.