Discover Awesome MCP Servers

WebScout MCP

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

Zoho CRM MCP Server by CData

Zoho CRM MCP Server by CData

JDBCX MCP Server

JDBCX MCP Server

SchemaFlow MCP Server

Provides AI-IDEs with real-time access to PostgreSQL and Supabase database schemas through the Model Context Protocol, enabling smarter code generation in tools like Cursor, Windsurf, and VS Code + Cline.

BinoculoMCP (WIP)

LLM (MCP Server) を使用したバナーグラビング

Google Calendar

Google Calendar integration in Cursor IDE. This server enables AI assistants to manage Google Calendar events through natural language interactions.

MCP-LOGO-GEN

MCP Tool Server for Logo Generation. This server provides logo generation capabilities using FAL AI, with tools for image generation, background removal, and image scaling.

paper-search-mcp

Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.

MCP-RAG

Turns Claude Desktop into a personal document question-answering system using local vector search. Index PDF, TXT, and Markdown documents into collections and get answers based strictly on your documents with zero hallucination.

Weather Server

Provides global weather query services with features including real-time weather, weather forecasting, and multi-city weather comparison.

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

aks-mcp-server

MCPサーバーとAKSを色々試しています。

Jumpserver MCP Server

mcp-jumpserver is the Model Context Protocol (MCP) server implementation for JumpServer.

Weather MCP Server

Provides current weather information and forecasts for major cities through MCP tools and resources. Supports getting weather data, multi-day forecasts, and listing available cities with mock data for demonstration purposes.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

XiaoHongShu MCP

Enables AI agents to publish content to XiaoHongShu (Little Red Book) social platform, including checking login status and posting with titles, content, images, and hashtags through browser automation.

MCP PDF Reader

A server that provides tools for reading and processing PDF documents, allowing users to list available PDFs and extract their content in Markdown format.

Example MCP Server

A Node.js/TypeScript MCP server template with sample tools (ping and system_info) that demonstrates how to build custom tools for Claude Desktop using stdio transport.

melrōse musical expression player

melrōse musical expression player

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.

Context7 MCP Python Server

Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

Personupplysning MCP Server

Enables searching and retrieving detailed information about Swedish companies, including financial data and annual reports from Bolagsverket (Swedish Companies Registration Office), with intelligent caching for fast responses.

Local History MCP Server

Enables AI assistants to access and interact with Cursor/VS Code Local History data for file recovery and enhanced context awareness. Provides tools to browse file history, search across snapshots, and restore previous versions of files.

mcp.shop

An MCP-based web shop server that enables users to authenticate and order t-shirts through MCP tools. Features secure authentication with WorkOS AuthKit and admin functionality for viewing order details.

Weather MCP Server

Provides AI assistants with tools to retrieve current weather, 7-day forecasts, and city-to-city weather comparisons using the Open-Meteo API. It features specialized resources for weather data and prompts for generating weather summaries without requiring an API key.