{"id":"roam-code","name":"Roam-Code","af_score":85.2,"security_score":80.0,"reliability_score":null,"what_it_does":"Local structural analysis engine for software codebases that builds a semantic SQLite graph enabling AI coding agents to perform instant architectural queries, impact analysis, anti-pattern detection, and multi-agent coordination across 27 programming languages via 102 MCP tools.","best_when":"You have AI coding agents working on medium-to-large codebases and need them to reason about architecture, dependencies, and change impact without expensive repeated file reads.","avoid_when":"Your codebase is small and well-understood, or you only need bug detection (SAST) rather than architectural intelligence.","last_evaluated":"2026-03-01T09:50:06.148552+00:00"}