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MCP Servers

Build lightweight MCP servers in plain Java with annotations, generated schemas, and no Spring runtime

This project has and moved into . Please refer to the official repository for the latest updates: 👉 https://github.

MCPKit is a blueprint for building authenticated Model Context Protocol (MCP) servers that let you bring proprietary data, content, and systems into ChatGPT, via ChatGPT Dev Mode.

Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboard. Single-user, self-hosted, multi-skill orchestration.

Sample MCP Server and MCP client using Aspire.

Lighthouse for MCP — score any MCP server 0–100.

MCP Manager is an Electron-based desktop application for managing Model Context Protocol (MCP) servers.

* streamlit_app.py - Main web interface with beautiful UI * streamlit_app_backup.py - Backup version for safety

A comprehensive Model Context Protocol (MCP) server for seamless integration with EspoCRM. This server enables AI assistants to interact with your EspoCRM instance through a standardized interface,...

A comprehensive Model Context Protocol (MCP) server for Android Debug Bridge (ADB) operations, providing complete Android device management capabilities.

It features a simple and easy-to-use API, allowing you to communicate without worrying about MC protocol details. It runs on various platforms, including Linux, Windows, and macOS.

A Model Context Protocol (MCP) tool that retrieves relevant information about Godot game engine from a local ChromaDB database.
