Ontology Atlas

Shared codebase ontology visualized for people and accessible to AI agents

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Ontology Atlas builds a shared Markdown ontology of a codebase that explains what it builds, why it's structured that way, and what a change could affect. It's visualized for people and served to AI coding agents through MCP, kept local-first and reviewed with Git like any other source file.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Ontology Atlas - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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