Discover Awesome MCP Servers

RAG-MCP

A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.

Nonpayment Health MCP Server

Enables querying and analyzing non-reimbursable medical treatment costs in South Korea using the Health Insurance Review & Assessment Service API. Supports searching treatment codes, comparing hospital prices, regional statistics analysis, and finding cost-effective healthcare options.

Nano Banana

Generate, edit, and restore images using natural language prompts through the Gemini 2.5 Flash image model. Supports creating app icons, seamless patterns, visual stories, and technical diagrams with smart file management.

SSH MCP Server

Enables SSH connectivity and remote command execution on servers, allowing users to test connections and run commands remotely with support for both local networks and public servers.

Saros MCP Server

Enables AI agents to interact with Saros DeFi through natural language, providing tools for liquidity pool management, portfolio analytics, farming positions, and swap quotes on Solana.

Feishu/Lark OpenAPI MCP

A toolkit that enables AI assistants to directly call Feishu/Lark API interfaces for automation scenarios like document processing, conversation management, and calendar scheduling.

MCP Container Weather Server

A Docker-based MCP server that provides current weather information for cities worldwide. Enables AI assistants like Claude to fetch temperature, weather conditions, and humidity data through a standardized interface.

My Awesome MCP

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities.

Text-to-Speech MCP Server

Berikut adalah server MCP (Model Context Protocol) sederhana yang menyediakan kemampuan konversi teks ke ucapan, ditulis dalam TypeScript:

npm-dev-mcp

MCP server that manages npm run dev processes, automatically detecting projects, running them in the background, monitoring logs, and managing ports.

Kintone Book Management MCP Tool

A Model Context Protocol (MCP) server that provides a tool for retrieving and managing book information from a Kintone database application.

MCP Task Manager Server

Sebuah server Protokol Konteks Model lokal yang menyediakan alat bantu backend untuk agen AI dalam mengelola proyek dan tugas dengan penyimpanan persisten di SQLite, memungkinkan pelacakan terstruktur tugas proyek dengan dependensi, prioritas, dan status.

PostgreSQL MCP Server by CData

PostgreSQL MCP Server by CData

mcp-gh-pr-mini

Server MCP (Model Context Protocol) minimal untuk berinteraksi dengan *pull request* GitHub.

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.

Graphiti MCP Server

Enables AI assistants to build and query temporally-aware knowledge graphs from conversations and data, maintaining persistent memory of entities, relationships, and facts across interactions.

Deep Research MCP

A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.

Jina AI Remote MCP Server

Provides web content extraction, search capabilities (web, arXiv, SSRN, images), semantic deduplication, and reranking through Jina AI's Reader, Embeddings, and Reranker APIs.

Bulk WhatsApp Validator

Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.

razorpay-mcp

Server MCP Razorpay tidak resmi

Weather MCP Server

Provides real-time, historical, and forecasted weather data for any location worldwide using the Open-Meteo API. It includes specialized tools for agricultural growing conditions, weather alerts, and up to 16 days of forecasts across multiple transport modes.

Screeps World MCP Service

Integrates live Screeps game data into AI development workflows, providing comprehensive tools for room operations, market analysis, and user management. It enables AI agents to monitor game status and interact with the game world through the Model Context Protocol.

Sean-MCP

A GitHub integration tool that enables MCP clients to manage pull requests through tools for creating, updating, and listing PRs with automated descriptions. It also includes a webhook server for real-time PR updates and a customizable CLI with distinct personality modes.

Markdown to Card - MCP工具

A powerful MCP tool that converts Markdown documents into beautiful knowledge card images with 20+ card styles, suitable for sharing on blogs and social media.

USDA Nutrition Database MCP Server

Provides intelligent access to the USDA nutrition database through AI assistants, enabling users to search foods, compare nutritional content, find foods high in specific nutrients, and query authoritative nutrition data across 7,146+ food items through natural language.

yunxin-mcp-server

yunxin-mcp-server

MusicMCP.AI

Enables AI-powered music generation through natural language commands, supporting both inspiration mode (AI-generated lyrics and style) and custom mode (user-provided lyrics and parameters) to create songs with direct download links.

Weather-server MCP Server

A TypeScript-based MCP server that provides weather information through resources and tools, allowing users to access current weather data and forecast predictions for different cities.