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Phillips Hue

Control Phillips Hue lights through natural language commands using the Model Context Protocol.

Polybar Notification

Enables desktop notifications and status bar messages through integration with polybar and dunst.

Wikipedia Summary Fetcher

Retrieves Wikipedia summaries for AI assistants using a FastAPI server.

Azure DevOps

Manages Azure DevOps work items through the Model Context Protocol (MCP) server.

Jayanth-MKV

Explore and learn about Model Context Protocol (MCP) server implementations through a collection of experimental servers.

Atlassian Confluence Data Center Go

Enables AI assistants and MCP clients to programmatically interact with Atlassian Confluence Data Center content.

Trading Simulator

Simulates financial trading scenarios using advanced agentic artificial intelligence.

Instruction Server

Provides AI assistants access to a library of structured markdown instructions via the Model Context Protocol (MCP).

Server Learning

Provides a learning environment for understanding and implementing Model Context Protocol (MCP) servers.

Web Search

Enables AI systems to access real-time web search capabilities.

Swagger

Exposes Swagger/OpenAPI endpoints through the Model Context Protocol for AI agent accessibility.

Aggregators

Consolidates and serves multiple Model Context Protocol (MCP) servers through a single Stdio or HTTP interface.

Meetup Claude Integration

Integrates Meetup.com's event discovery APIs with Anthropic's Claude LLM to enable intelligent event discovery and AI-powered recommendations.

Production Server

Provides a production-ready, extensible template for building Model Context Protocol (MCP) async servers in Python.

Effect CLI

Provides a command-line interface for accessing Model Context Protocol (MCP) servers.

Apple Notes

Enhance Apple Notes with semantic search and full CRUD operations, integrating natural language management via MCP clients.

Server Deployment Demo

Demonstrates how to create and deploy a simple server adhering to the Model-Context-Protocol (MCP), providing a basic tool for AI clients.

Workflows

Facilitates multi-agent conversation protocols using a server auto-generated from an OpenAPI specification.

Butler

Orchestrates AI agent interactions with various services using Model Context Protocol (MCP) servers.

Google Maps

Provides comprehensive Google Maps functionality, including places search, geocoding, and directions, through a Model Context Protocol (MCP) interface.

Browser Automation

Provides programmatic browser control for AI assistants compatible with the Model Context Protocol.

Hands-on

Provides weather alert information for US states by leveraging the National Weather Service (NWS) API.

Intent

Provides a play project for exploring MCP Server tools.

Scan QR Code

Decodes QR codes from either a data URL or an HTTP(S) image URL.

Refrag

Optimize retrieval-augmented generation systems through advanced LLM-powered methods, improving precision, reducing context size, and maintaining fast performance.

Air Pollution

Fetches air pollution data using the OpenWeather API based on geographic coordinates or city and country.

Mcptool

Manages Model Context Protocol (MCP) servers by adding/removing them in predefined groups, integrating with tools like Claude and Cursor.

Cookwith

Generates and transforms recipes using advanced culinary AI based on natural language descriptions and specific requirements.

Figma Service

Enables AI assistants to interact with Figma through the Model Context Protocol (MCP).

Abstract Backend Implementation Template

Provides a foundational template for implementing queue component plugins within an abstract backend library.