KiMCP is a server project based on the Model Context Protocol (MCP), aiming to integrate local Korean APIs (such as Naver, Kakao, TMAP, etc.) into LLM applications, providing various service functions including blog search, news retrieval, and map navigation.

Android-MCP is a lightweight open-source project that serves as a bridge between AI agents and Android devices. It enables real-world task operations such as app navigation, UI interaction, and automated testing through the MCP server, without relying on traditional computer vision or pre-set scripts.

RepoMap is a powerful code repository analysis and navigation tool that can be used as a command - line application or an MCP server. It intelligently analyzes the code structure and generates a prioritized code map through Tree - sitter code parsing and the PageRank algorithm.

The MCP Server of operative.sh is an automated web debugging agent that can autonomously execute and debug web applications in the code editor, providing functions such as navigation, network request capture, and console error collection.