发现优秀的 MCP 服务器

PostgreSQL MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它能够与 PostgreSQL 数据库交互，以列出表、检索模式（schema）以及执行只读 SQL 查询。

CodeRecoder MCP

An intelligent code version management system based on the MCP protocol, providing AI-enhanced code snapshots, project versioning, and smart change detection for AI-assisted programming.

Google Tasks MCP Server

Enables integration with Google Tasks API to create and manage tasks through OAuth 2.0 authentication. Supports listing task lists and creating new tasks with automatic token refresh.

hotmart-mcp

An MCP server for the Hotmart digital products platform that enables management of sales, subscriptions, and products. It provides tools for listing users, processing refunds, and monitoring commissions.

omni-dev

Atlassian Jira/Confluence MCP server with schema-validated Markdown↔ADF roundtrips — surfaces content-model violations at conversion time instead of silently dropping panels, mentions, and layouts.

dev-prompt-mcp

An MCP server that registers customizable prompt templates as tools for natural language interaction. It supports hot-reloading and easy extension via YAML or JSON files to automate tasks like code review, refactoring, and content summarization.

MCP Context Bank Server

Enables AI agents to fetch, search, and retrieve markdown content from remote Git repositories. Supports both public and private repositories with authentication, allowing AI assistants to access documentation and notes stored in Git.

mcp-on-fire

一个用于 Fire 平台的 MCP 仓库，带有一个关于 GitHub MCP 服务器的精美 README。

Ubidots MCP Server

Enables MCP clients to interact with the Ubidots IoT platform for managing IoT devices, data, and automation through natural language.

listmonk-mcp-bridge

Enables AI agents to manage Listmonk email campaigns, subscribers, lists, and analytics through typed MCP tools with production safety features.

airflow-unfactor

An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides tools to read DAGs, lookup translation knowledge, validate code, search Prefect docs, scaffold projects, deploy, and generate migration reports.

CubeLife

Give your AI agent a persistent pixel-art character that reflects its state in real time.

hive-mcp-agent-kyc

Routes blockchain address screening to third-party KYC/AML providers and checks public sanctions lists, serving as a clean-money gate primitive for MCP-compatible agents.

Dokploy MCP Server

Exposes Dokploy functionalities as tools consumable via the Model Context Protocol, allowing AI models and other applications to programmatically manage projects and applications on a Dokploy server.

Coupler Analytics

Analytics Coupler.io MCP bridges your business data to AI for fast and smart analysis.

DBeaver MCP Server

A Model Context Protocol server that enables AI assistants to access and query 200+ database types through existing DBeaver connections without additional configuration.

LXD MCP Server

Enables AI assistants to manage LXD containers and virtual machines through a standardized MCP interface for lifecycle management, image operations, and server monitoring.

MCP fal.ai Image Server

Enables AI-powered image generation from text prompts using fal.ai models directly within IDEs. Supports multiple models, customizable parameters, and saves generated images locally with accessible file paths.

better-notes

A personal knowledge management MCP server that enables capturing daily notes, meeting summaries, and ideas through Claude, with full-text search, git sync, and git activity tracking across projects.

Sleep MCP Server

一个模型上下文协议 (MCP) 服务器，提供一个简单的睡眠/等待工具，可用于在操作之间添加延迟，例如在 API 调用之间等待或测试最终一致性系统。

docx-comments

Provides comprehensive read/write access to Word documents, including comments, track changes, and reply threads.

browser-use MCP Server

An MCP server that enables AI assistants to control a web browser through natural language commands, allowing them to navigate websites and extract information via SSE transport.

Model Context Protocol (MCP) Server

A unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.

Readme-builder-mcp

An MCP server that automatically scans project directories, extracts routes and environment variables, and generates GitHub-style README files in Chinese with explicit confirmation before writing.

a2asearch-mcp

MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills from the A2ASearch directory. Ask Claude: "Find MCP servers for database access".

mcp-witness

Cryptographic proof of every AI decision. An immutable, verifiable audit trail MCP server.

prediction-market-mcp

A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.

MCP Ky2Help

An MCP server that enables interaction with Ky2Help, providing tools to retrieve and manage Ky2Help changes. It leverages the Model Context Protocol to bridge language models with Ky2Help management systems.

Amazon MCP App

Lets Claude search Amazon products via multiple keyword queries and present curated results in an interactive carousel widget with add-to-cart functionality.

Real Estate MCP Server

A comprehensive Model Context Protocol server for real estate data management that provides tools and resources for property listings, agent management, market analysis, client relationships, and area intelligence.