Our 2025 intern @Shashankss1205 built CodeGraphContext that could be repurposed to surface risky call paths and potential vulnerabilities in large codebases - anyone want to try it on a security audit?

@summerofbitcoin @BobMcElrath @MCP_Community @braidpool

It's a polyglot, graph-powered framework that can link context across thousands of files and millions of lines of code. It helps Bitcoin devs navigate, reason, and build faster by mapping entire repos into structured graphs. Also, works standalone for graphical codebase analysis.

Introducing CodeGraphContext built during my @summerofbitcoin journey with my mentor @BobMcElrath! It brings true context to Bitcoin development by turning large codebases into symbolic graphs exposed via an MCP so AI tools & LLMs can reason comprehensively. #Bitcoin #MCP

This summer Braidpool helped mentor 5 Summer of Bitcoin students working on AI coding tools. Here is one of the main outputs of that work by @Shashankss1205: an MCP tool to give your coding assistant a knowledge graph of your code. Give it a try! https://t.co/IdAYSZDgId