Sita

What it does

Automate documentation for any repo: we traverse your codebase, parse the AST, build a dependency graph, and walk that graph to generate accurate, high‑signal docs. A built‑in MCP server lets coding agents deep‑search your code via HTTP.

Simplify developer onboarding

We grok your codebase, keep docs fresh, and hand your agent the exact files and functions to change. Sita observes code changes and updates your docs so teams always have accurate guidance without the manual toil. Our agent, Martin, navigates repositories, summarizes context, and pinpoints the exact files and functions to change. Plug Sita into your favorite MCP-compatible tools and agents to supercharge delivery across your stack. We’re sharing what we learned from hundreds of research papers, dozens of hours spent interviewing industry experts, and 2 months of non stop development. We use AST parsing and symbol resolution to extract every function, type, class, and variable — and unify…from trysita.com

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  Built this because I'm sick of keeping documentation up to date when everyone's using AI tools now. It will not only generate missing docs / update / remove docs as they need alignment, but you can hook up the MCP to whatever agent is being used these days and it'll inform it of codebase conventions & relevant documentation, telling it to update docs as it find them or as it makes changes (in the same PR as related work), and reduces spend on tokens by getting things right the first time without having to grep the whole codebase for context or go through 5 rounds of "follow our…

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  We built a reference MCP server that lets your editor/agent learn a codebase directly from source (signatures, types, AST, comments). Docs are optional. The reference impl runs on our open-source project’s codebase. Why we built it Docs are important, but they add another abstraction layer between your code and your users. Keeping them at the right quality is hard (especially at a startup), and LLM-generated docs are often mediocre until you invest real polish. Exposing code to the model in a structured way keeps answers grounded and current, and it’s always available. You can even…

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