graphscout is an open-source CLI and MCP server that generates cached, incremental code-graph maps, enabling AI agents to efficiently query code structure instead of reading whole files. It supports auto-sync, static analysis, and integrates with popular AI coding tools.
graphscout is an AI & ML product. It focuses on allowing AI agents to efficiently query code structure without reading entire files, improving code analysis speed. graphscout is an open-source project aimed at AI agent developers. The project is open source (MIT). It runs on the command line and API, and it can be self-hosted.
Behind graphscout is nguyenminhduc9988, and the product first shipped in 2026. The project is developed in the open on GitHub with 2 commits in the last 90 days. Among its 6 catalogued features are code-graph mapping, incremental updates, and CLI interface. It exposes integrations via an MCP server.
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