Code-Graph: Open-Source Tool for Analyzing Source Code as Queryable Knowledge Graphs

Fri, 01 May 2026 00:00:00 +0000

Understanding unfamiliar codebases is one of the hardest challenges in software development. Code-Graph by FalkorDB tackles this problem in a novel way: by transforming source code repositories into fully queryable knowledge graphs that you can interrogate in natural language.

Instead of reading through files linearly or relying on code search tools that treat code as flat text, Code-Graph analyzes your codebase at the Abstract Syntax Tree (AST) level, extracting every significant entity – classes, functions, methods, modules, arguments, variables – and mapping their relationships into a property graph stored in FalkorDB. The result is a structured, navigable representation of your entire codebase that supports natural language queries like “Show me all classes that depend on the DatabaseConnection class” or “Find unused utility functions in the auth module.”

Source Code on SoloSoft

Code-Graph: Open-Source Tool for Analyzing Source Code as Queryable Knowledge Graphs