A knowledge graph that maps your codebase structure, service architecture, and system relationships — then exposes it all through MCP so AI tools can understand your systems. Index any repo, any size, in seconds.
@opentraceExplore code structure, architecture, files, directories, and component relationships using the OpenTrace knowledge graph. Use…
@opentraceRun the full OpenTrace knowledge-graph pipeline over a folder or repo — index, clustering, highlight surfacing, and the markdown…
@opentraceExplores indexed code structure using the OpenTrace knowledge graph. Finds classes, functions, files, directories, services,…
@opentraceAnalyzes dependencies and blast radius for code changes. Maps what depends on a given component and what it depends on. Use this…
@opentraceExplains how a service, module, or major component works by walking the OpenTrace knowledge graph from the top down. Use this…
@opentraceFinds all usages, callers, and references to a specific component using the OpenTrace knowledge graph. Use this agent when the…
@opentraceInteractive walk-through of the OpenTrace knowledge graph. Chains traversals, explanations, and shortest-path queries; closes…
@opentraceSurface god nodes, cross-cluster bridges, and suggested questions. Use when: "/analyze", "what should I look at first?", "surface…
@opentraceBuild a knowledge graph over the current folder (or a path / GitHub URL). Runs the native OpenTrace pipeline: index → cluster →…
@opentraceRe-run clustering on the existing index. Use when: "re-cluster the graph", "/cluster", "split clusters again after re-indexing".
@opentraceReport the current session state: branch, changes, PR status, and a summary. Use when: "what's the status", "where are we",…
@opentraceExplore a component in the OpenTrace knowledge graph.
@opentraceOpenTrace knowledge graph tools (queries a local indexed codebase).
@opentrace© 2026 Flowy
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General-purpose agent for answering ANY question about the codebase using the OpenTrace knowledge graph. This is the default…
@opentraceExport the graph as GraphML (Gephi / yEd / Cytoscape). Use when: "/export-graphml", "open this in Gephi".
@opentraceExport an Obsidian-compatible vault — one .md per node, folder per cluster. Use when: "/export-obsidian", "open this graph in…
@opentraceExport a folder of linked markdown pages — an index dashboard (provenance header, Mermaid cluster map), per-cluster and…
@opentraceShow an overview of what's indexed in the OpenTrace knowledge graph.
@opentraceIndex (or re-index) the current project into the OpenTrace knowledge graph. Use when: "index this repo", "re-index", "update the…
@opentraceAnswer a question about the codebase without making any changes. Use when: "how does X work", "what is X", "where is X", "explain…
@opentraceFind a shortest path between two graph nodes. Use when: "/path A B", "how does X connect to Y?".
@opentrace