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Global

Extends GitHub Copilot's capabilities by providing intelligent context compression and dynamic model routing for long-lived coding sessions.

Confluence

Exposes Atlassian Confluence search capabilities to AI assistants and Model Context Protocol clients.

Weather

Provides weather data for US regions via a JavaScript-based MCP server.

Image Generation

Provides an AI image generation service utilizing the Model Context Protocol (MCP) to offer high-quality image creation and multi-turn conversational fine-tuning with models like Google Gemini 2.5 Flash Image.

Servers Collection

Provides a collection of servers that interface with various services and APIs, designed for use with Cursor IDE.

MMA Work Portal

Provides an interface to query designated military service-exempt entities via the South Korean Military Manpower Administration's API.

Server Demo

Demonstrates setting up an MCP Server in Python for interaction with AI tools like Goose or Claude Desktop.

Maintenance & MRO Intelligence

Provides AI-powered predictive maintenance, parts inventory optimization, and regulatory compliance tracking for airline operations.

Weather Data

Integrates real-time weather information with a standardized context protocol for sharing environmental data across systems.

OAuth Sample

Provides an OAuth 2.1 authorization server and Model Context Protocol (MCP) server with real-time analytics and threat detection for MCP clients.

Kslide

Generate and manage PowerPoint slideshows programmatically or via an interactive command-line interface.

LLM Task Manager

Manages tasks using natural language commands interpreted by a Large Language Model.

Devora Prompt Assistant

Enhances coding prompts with intelligent context collection and multi-provider AI support, integrating seamlessly with development environments.

MCAP Protocol

Integrates AI capabilities with traditional mainframe systems to modernize legacy COBOL applications.

Azure Blob Storage

Enables natural language interaction with Azure Blob Storage resources via the MCP protocol.

FastAPI Weather Example

Provides an example Model Context Protocol server implementation for AI agents using FastAPI.

Mcp

Provides a standardized interface for applications to supply contextual information to Large Language Models.

Georgia Tech

Provides large language models with comprehensive access to Georgia Tech's academic, research, and campus data.

AGC Todo

Manages tasks intelligently through smart lists and natural language processing, integrating seamlessly with Claude Desktop.

Patent Downloader

Facilitates programmatic downloading of patent PDFs and retrieval of patent information from Google Patents.

Rongcloud Native

Facilitates real-time communication by providing programmatic access to Rongcloud Instant Messaging services through the MCP protocol.

MedScan

Leverages AI to extract and analyze medical reports, offering intelligent insights, multilingual chat, and voice support for comprehensive health management.

MCTS-Gen

Provides a generic Monte Carlo Tree Search framework augmented by external AI agents for policy and value predictions.

Weather Demo

Integrates external resources, tools, and prompts with the Anthropic AI SDK via the ModelContextProtocol.

GitHub Client

Integrates the GitHub REST API, offering tools for repository search, issue retrieval, and code searching via a Model Context Protocol (MCP) server.

Blinds Controller

Manage motorized window blinds via Bond Bridge API for smart home automation.

Copilot Studio Agent Direct Line

Enable interaction with Microsoft Copilot Studio Agents directly from your code editor using the Direct Line 3.0 API.

Superstore

Extracts orders, product data, and web content from Real Canadian Superstore with direct authentication.

WineDbg

Exposes Wine Debugger (winedbg) functionality via a simple API to enable remote debugging of Windows applications running under Wine.

Remote Server

Deploys an authentication-less Model Context Protocol (MCP) server on Cloudflare Workers.