I kept getting surprised by what's actually inside popular repos. Like, Next.js? 13.5% Rust. Turbopack is a way bigger chunk than I expected. Deno is 59% Rust — the "TypeScript runtime" is mostly not TypeScript. Python's fastest package manager (uv) is 98% Rust, 1.6% Python. And LangChain is 99.3% Python with zero compiled extensions, which honestly explains a lot.
So I built a CLI that just... tells you this stuff. Point it at any repo, get back structured data — language breakdown, dependency counts, CI setup, health signals, security basics.
No AI, no LLMs, no API keys beyond a GitHub token. Same repo, same output, every time. I mainly use it for dependency due diligence — is this library actually maintained, what's it written in, does it have basic security hygiene.
Also works as an MCP server if you want to give your AI coding assistant real repo data instead of hallucinated star counts.
Happy to talk about the implementation or the weird things I've found analyzing repos.
I kept getting surprised by what's actually inside popular repos. Like, Next.js? 13.5% Rust. Turbopack is a way bigger chunk than I expected. Deno is 59% Rust — the "TypeScript runtime" is mostly not TypeScript. Python's fastest package manager (uv) is 98% Rust, 1.6% Python. And LangChain is 99.3% Python with zero compiled extensions, which honestly explains a lot.
So I built a CLI that just... tells you this stuff. Point it at any repo, get back structured data — language breakdown, dependency counts, CI setup, health signals, security basics.
No AI, no LLMs, no API keys beyond a GitHub token. Same repo, same output, every time. I mainly use it for dependency due diligence — is this library actually maintained, what's it written in, does it have basic security hygiene.Also works as an MCP server if you want to give your AI coding assistant real repo data instead of hallucinated star counts.
Happy to talk about the implementation or the weird things I've found analyzing repos.
How does your system determine language prevalence? How does it deal with extension collisions?