{"id":"roam-code","name":"Roam-Code","homepage":"https://github.com/Cranot/roam-code","repo_url":"https://github.com/Cranot/roam-code","category":"developer-tools","subcategories":["mcp-server","code-analysis","architecture"],"tags":["code-analysis","architecture","mcp","python","dependency-graph","sqlite","refactoring","multi-agent","security"],"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.","use_cases":["Pre-change blast radius analysis so agents know which files will be affected before editing","Multi-agent parallel work coordination with conflict-free partitioning of codebase regions","Architecture health monitoring and technical debt prioritization in CI/CD pipelines","Security vulnerability reachability mapping from entry points through call graphs","Refactoring planning with simulation of outcome before applying changes"],"not_for":["Real-time code execution or runtime profiling","Single-file or trivially small codebases where graph analysis adds no value","Teams already satisfied with SonarQube/CodeScene for SAST without needing architecture-level analysis"],"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.","alternatives":["SonarQube","CodeScene","Sourcegraph","Language servers (LSP)","ast-grep"],"af_score":85.2,"security_score":80.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"latest","last_evaluated":"2026-03-01T09:50:06.148552+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":null,"data_source":"llm_estimated","measured_on":null}}