Projects

Hypergraph Code Explorer (HCE)

A tool that transforms codebases into interactive, queryable maps. HCE uses tree-sitter to parse code into a hypergraph — where a single edge groups multiple related entities (caller, callee, argument types, return type) as one relationship, rather than decomposing them into pairwise connections that lose information.

Supports 9 languages. Provides MCP tools so AI agents like Claude can explore codebase structure in milliseconds without consuming LLM tokens for parsing. Captures seven relationship types: CALLS, IMPORTS, DEFINES, INHERITS, SIGNATURE, RAISES, and DECORATES.

The research behind HCE showed that combining structural traversal with text search finds things neither approach finds alone — with the effect scaling dramatically on larger codebases.

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