Sita

AI-driven code understanding and automated documentation platform for faster, clearer software delivery.

Overview

• Sita is an AI-powered development platform enhancing engineering team interactions with codebases.
• It features automated documentation generation and advanced context-aware intelligence.
• The platform accelerates shipping speed, simplifies onboarding, and reduces manual effort.
• Uses an MCP (Model Context Protocol) server for AI coding assistants like Claude Code, Cursor, and Roo Code.
• Automatically parses repositories, builds dependency graphs, and updates documentation.
• Aims to allow developers to focus on building features rather than searching through code.
• Supports MCP-ready tools, automatic documentation updates, and optimizes token usage cost-effectively.
• Helps teams deepen their understanding of codebases, avoid mistakes, and collaborate better.

Features

Automated generation of accurate, dependency-aware documentation across repositories.
Deep contextual understanding of your codebase via Model Context Protocol integration.
Compatibility with AI coding tools like Claude Code, Cursor, Codex, Roo Code.
Auto-refresh of documentation on every push or change for always-current knowledge.
Topologically-sorted parsing and linkage of files, types, functions, and dependencies.
Reduced token usage and faster AI responses through targeted contextual summaries.
Visual UI for exploring docs with navigation across dependency graphs.
Improved developer onboarding through easy exploration of system context.
Incremental parsing that updates only changed code for efficiency.
Open-source self-hosted option with optional managed enterprise offerings.

FAQ

  1. What is Sita and what problem does it solve?

    Sita is an AI-enhanced platform that automates documentation and provides deep codebase context, helping developers understand, navigate, and modify code more efficiently than traditional search tools.

  2. How does Sita integrate with AI coding tools?

    It uses a Model Context Protocol (MCP) server to connect with compatible AI assistants like Claude Code, Cursor, and Roo Code, enabling them to answer questions about code with precise, context-rich information.

  3. Can Sita help my team onboard new developers?

    Yes. By maintaining always-fresh, structured documentation and dependency graphs, Sita makes it easier for new engineers to understand large and complex codebases quickly.

  4. Is Sita free to use?

    Sita offers a free, open-source self-hosted version. Managed and enterprise tiers are available with additional features and support.

  5. Does Sita update documentation automatically?

    Yes. Sita tracks code changes and auto-refreshes documentation so docs remain accurate without manual updates.