Discover Awesome MCP Servers

Cloudflare Remote PostgreSQL MCP Server

A production-ready MCP server that enables users to interact with PostgreSQL databases via natural language on Cloudflare Workers. It features GitHub OAuth for role-based access control, allowing for secure schema discovery, data querying, and write operations.

MQScript MCP Server

Enables AI applications to generate and execute MQScript mobile automation scripts for controlling mobile devices. Supports touch operations, UI creation, color detection, file operations, and system control functions.

Storyblok MCP

An MCP server that enables AI assistants like Cursor and Claude to interact with the Storyblok Management API. It allows users to manage stories, tags, components, assets, and workflows through natural language commands.

Security-Use MCP Server

Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.

Remote Child Story MCP

Generates personalized short bedtime stories for three-year-old children using custom themes and names. It provides a dedicated MCP tool for automated storytelling and is optimized for cloud deployment on platforms like Render.

PCAP MCP Server

Enables Wireshark-like PCAP analysis through tshark, providing tools for filtering packets, extracting protocol fields, drilling down into frames, session tracking, and timeline analysis for troubleshooting 5G, IMS/SIP, and network protocol issues.

Sentiment + Sarcasm Analyzer

A lightweight Gradio application that analyzes text for sentiment (positive/negative) and sarcasm detection using Hugging Face Transformers, designed to run on CPU and compatible with the MCP server architecture.

Tempo Filler MCP Server

A Model Context Protocol server enabling AI assistants to interact with Tempo's time tracking system in JIRA for worklog retrieval, creation, and management.

GitHub MCP Server

一个使用 TypeScript 和 Express 构建的、带有 SSE 传输的 GitHub MCP 服务器

Octocode

Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files.

Trendy Post MCP

Enables users to take screenshots, extract text using OCR, and automatically generate trending Xiaohongshu-style social media posts. Combines image processing with AI-powered content generation to create engaging posts with hashtags and titles.

dRPC Agent Skills

Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas estimation, and other JSON-RPC methods as MCP tools across 100+ blockchains

Rierino

使用微服务架构进行低代码 MCP 中间件开发，以实现可扩展和自动化的 MCP 服务器功能。

Google Indexing API MCP Server

An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.

Alpha Vantage Stock Server

一个使用 Alpha Vantage API 查询股票信息的 MCP 服务器。

FastMCP Basic Server

A basic MCP server implementation using the FastMCP framework that provides utility tools for greetings and mathematical calculations. It is designed to demonstrate tool integration for AI-assisted development workflows like Cline.

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MCP Document Processor

An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).

MCP Platform

A scalable execution platform that enables users to interact with HR, ERP, and DevOps domains through a chat interface powered by LlamaIndex and the Model Context Protocol. It provides a configuration-driven architecture for orchestrating LLM-suggested actions with authoritative tool execution and domain isolation.

Antigravity PDF MCP Server

Enables intelligent ingestion and querying of PDF, Markdown, and text files using hybrid search that combines keyword matching and semantic embeddings with citations.

LSP-MCP

Bridges the Model Context Protocol with Language Server Protocol to provide AI agents with persistent access to code intelligence features including navigation, diagnostics, refactoring, and completion across 7+ programming languages.

windai-mcp

WindAI MCP Server — AI-powered wind resource assessment for any location on Earth.

mcp-remote-static

Connects MCP clients to remote servers using static OAuth 2.0 client authentication. It is specifically designed for marketplace scenarios that require pre-registered client IDs and secrets through standard authorization code flows.

Solana MCP Wallet Agent API

Provides complete wallet management functionality for Solana blockchain, enabling users to create wallets, transfer SOL, and work with SPL tokens through a RESTful API.

MCP TriliumNext

A Model Context Protocol server enabling AI assistants to interact with TriliumNext notes, providing tools for creating, searching, reading, and updating notes in your knowledge base.

Weather MCP Server

Provides weather forecast and alert information for US locations using the National Weather Service API. Enables users to get detailed weather forecasts by coordinates and retrieve active weather alerts by state.

Vibe Coder MCP

一个 MCP 服务器，通过强大的软件开发工具增强 AI 助手的功能，从而能够通过自然语言交互进行研究、规划、代码生成和项目脚手架搭建。

cook-tool

A recipe query tool that supports querying recipes and reporting dish names through the command line, suitable for cooking enthusiasts and developers.

Generalized MCP Server

Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-friendly gRPC interface. Enables interaction with cloud services and platforms using natural language by automatically converting SDK functionality into callable functions.