Discover Awesome MCP Servers

MCP Testing Library

MCP 服务器的测试环境

Image Generator MCP Server

Enables MCP-compatible clients like Claude or ChatGPT to generate images from text prompts using AI, with options for aspect ratio and quality.

debug-mcp-server

Bridges web browsers and Claude Code for seamless debugging workflows by receiving debug data from browser widgets and exposing it to Claude Code via MCP protocol.

mcp-trademark

USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert management from within Claude or other MCP clients.

ProDisco

Enables AI agents to interact with Kubernetes clusters through progressive disclosure, where agents discover TypeScript modules via filesystem, write and execute code, and receive summarized console output for cluster management tasks.

scratchattach-mcp

由 scratchattach 驱动的 Scratch MCP 服务器。

MCP Reddit

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Planfix MCP Server

Integration between Planfix business process management system and Model Context Protocol (MCP) for use with Claude and other AI assistants, enabling task management, project handling, contact management, and analytics reporting through natural language.

PostgreSQL MCP Server

使 AI 代理能够通过模型上下文协议与 PostgreSQL 数据库交互，从而提供数据库模式探索、表结构检查和 SQL 查询执行能力。

Paymo MCP Server

An MCP server for the Paymo platform that enables AI assistants to manage time entries, projects, and tasks through natural language. It supports tracking unbilled revenue and generating detailed invoice timesheets for efficient project management.

Kali Security MCP

Integrates 193 Kali Linux security tools with AI for intelligent penetration testing, CTF solving, and vulnerability assessment through automated workflows and expert knowledge base.

ckg-mcp

A Compact Knowledge Graph MCP server providing pre-structured domain knowledge as a routing layer for agent stacks, enabling efficient structural queries (e.g., prerequisites, dependency chains) without hallucinations.

youbank-mcp

Enables AI agents to query a personal knowledge vault with hybrid search, entity relationships, user highlights, and vault statistics over a Supabase/Postgres schema.

MCP Server Demo

A simple demonstration project for the Model Control Protocol (MCP) server that provides tools for AI assistants to fetch news articles, perform calculations, retrieve weather data, and generate personalized greetings.

ROADrecon MCP Server

克劳德 MCP 服务器用于对 ROADrecon 数据执行分析。

telegram-mcp-notify

Enables AI coding agents to send structured Telegram notifications for events like questions, plan_ready, final, attention_needed, and error.

Datasette MCP

A Model Context Protocol server that provides read-only access to Datasette instances, enabling AI assistants to explore, query, and analyze data from Datasette databases through a standardized interface.

sqlite-readonly-mcp

A read-only SQLite MCP server for remote Linux deployment that provides secure database querying via SELECT statements and table listing. It uses Bearer Token authentication and returns JSON results through Streamable HTTP, designed to run behind Nginx with HTTPS.

Monad MCP Server

A Model Context Protocol server that enables AI models to interact with the Monad testnet for checking token balances, sending transactions, and deploying smart contracts.

Ollama-MCP Bridge WebUI

一个将本地 Ollama LLM 连接到模型上下文协议 (MCP) 服务器的 Web 界面。它使开源模型能够使用类似于商业 AI 助手的 文件操作、网络搜索和推理工具——所有这些都在您自己的硬件上私下运行。

Pangle Coordinator

An MCP server for coordinating a permissionless swarm of AI agents to discover, investigate, and synthesize on-chain anomalies across EVM chains. Agents authenticate via off-chain ECDSA and earn reputation through useful contributions.

Flow2API MCP Server

Wraps Flow2API / OpenAI-compatible image generation upstream into an MCP service, providing image generation, history, and caching tools.

mcp_search_images

一个基于多个图像 API 和图标生成功能的搜索服务，专门设计用于与 Cursor MCP 服务集成。支持图像搜索、下载和 AI 生成的图标。

xraylarch-mcp

MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loading, processing, analyzing, and plotting XAS/XAFS spectra through natural language.

kaist-beast-baseball-mcp

Collects baseball league data from gameone.kr and enables Claude Desktop to perform team analysis, lineup recommendations, and opponent strategy through natural language.

MusicMCP.AI MCP Server

Enables AI-powered music generation through natural language commands, supporting inspiration and custom modes with dual song outputs.

MinIO MCP Server

A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. It exposes MinIO operations as MCP tools for seamless bucket management and object operations.

MCP Weather Server

Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.

小记（AI记账）

小记是一款基于AI的个人智能记账工具，通过自然语言交互实现“一句话极速记账、查账”。 你只需说“早餐25元，支付宝付款”或“工资到账银行卡18000元”，系统将自动解析金额、分类、支付方式并记录到账本中。 而且支持🔥MCP客户端使用。 **Translation:** 小记是一款基于AI的个人智能记账工具，它通过自然语言交互，实现了“一句话极速记账、查账”的功能。 你只需要说“早餐25元，支付宝付款”或“工资到账银行卡18000元”，系统就会自动解析金额、分类、支付方式，并记录到账本中。 而且它还支持🔥MCP客户端使用。

loci

Local-first harness and ticket operations for AI assistants via CLI or MCP.