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Model Context Protocol, or MCP, is an open protocol that standardizes how applications provide context to LLMs.
OmniMCP provides rich UI context and interaction capabilities to AI models through Model Context Protocol (MCP) and microsoft/OmniParser.
A distributed runtime system for federated AI services with edge computing capabilities.
A comprehensive system for searching and analyzing German legal texts using vector embeddings and semantic search, consisting of:
A production-ready API gateway for Model Context Protocol (MCP) servers, providing enterprise-grade infrastructure with authentication, logging, rate limiting, server discovery, and multi-protocol...
Implementation of a model context protocol (MCP) client that connects to an MCP server using HTTP streamable (recommended) transport and displays the conversation in a chat-like UI.
Muppet is an open-source toolkit designed to simplify the entire lifecycle of your Model Context Protocol (MCP) servers—from development and testing to deployment.
A comprehensive collection of courses and tutorials for learning the - an open protocol that standardizes how AI applications connect to external tools and data sources.
Today, we are moving beyond standard chatbots. In this hands-on lab, you will build a deterministic, multi-reasoning system using Google's Agent Development Kit (ADK) and the Model Context Protocol...
This implementation is based on the Model Context Protocol (MCP) put forward by Anthropic. For more information on MCP, please have a look at their official documentation.
A comprehensive SDK that empowers developers to integrate their custom capabilities with Tuya Cloud through the standardized Model Context Protocol (MCP), ensuring seamless connectivity and...
Create production-ready MCP servers in PHP with modern architecture, and flexible transport options.
We build reliable servers thoughtfully designed for MCP Client-powered workflows.
Enhance your GitHub Copilot experience with comprehensive instructions, prompts, chat modes, and configurations.
Index your documentation from across the sources and serve it via the Model Context Protocol (MCP) and REST API.
Give your AI the map before it starts exploring.
MCP Bundler is a macOS SwiftUI app for managing and running Agent Skills and Model Context Protocol (MCP) servers, with a headless stdio mode for CLI and automation workflows.
This repository contains examples of reusable "skills" for working with Azure DevOps from AI coding assistants (for example, GitHub Copilot in VS Code).
A VS Code extension with an integrated MCP server that allows MCP clients like Claude to interact with Visual Studio Code.
mcp-appium-visual is an AI-powered mobile automation platform with Model Context Protocol (MCP) integration.
The is a professional-grade Python implementation of the . It provides a structured environment for Large Language Models (LLMs) to interact with external tools and knowledge bases through a...
Expose llms-txt to IDEs for development
⚠️ : This registry is currently in active development and testing phase. The API and data structure may change. Not recommended for production use yet.
A Model Context Protocol (MCP) server that provides Google Search functionality using Gemini's built-in Grounding with Google Search feature.