CodeGraph
CodeGraph is an open-source code analysis tool based on AST (Abstract Syntax Tree) parsing technology that automatically constructs a code knowledge graph through static analysis of code structure. The tool identifies modules, functions, classes, and their dependency relationships within code, providing structured code context support for scenarios such as code comprehension, intelligent question answering, and large language model-assisted development.
Timeline (last 90 days)
CodeGraph, ranked fourteenth on the GitHub daily chart, indexes a repository's symbol calls and cross-file relationships and delivers them to coding agents via command line or MCP, with the index automatically updating when local code changes
Benzi appeared on Hacker News in a "Show HN" post, claiming to be a code intelligence and execution framework capable of outperforming Claude Code and CodeGraph.
All Facts (4)
对于大量依赖反射、元编程或复杂依赖注入的项目，CodeGraph的静态分析存在天花板，无法覆盖运行时的动态行为
95%UnverifiedCodeGraph将图谱存储在SQLite中，并通过MCP协议暴露为工具供AI编码工具调用
60%UnverifiedCodeGraph通过AST（抽象语法树）解析构建代码知识图谱，不需要AI/LLM参与
60%UnverifiedCodeGraph, ranked fourteenth on the GitHub daily chart, indexes a repository's symbol calls and cross-file relationships and delivers them to coding agents via command line or MCP, with the index automatically updating when local code changes
50%