Sita

Reduce AI costs by 30% and saving 25 hrs/month/dev by automating search and documentation, go live in 1 hr.

About Sita

Sita is a tool designed to automate code documentation and streamline developer onboarding by parsing codebases, generating up-to-date docs, and building knowledge graphs. It integrates with MCP-compatible editors and agents, providing relevant code context to reduce AI token usage and speed up feature delivery. Sita offers a free, open-source self-hosted version, with managed and enterprise plans available for additional features like analytics, multi-branch support, and SOC 2 compliance. The platform is suitable for teams seeking to improve code understanding, reduce manual documentation work, and optimize AI-assisted coding workflows.

Best for: software development teams, engineering managers, AI-assisted coding tool users

Key features

Parses codebases to extract functions, types, classes, and variables across languages.
Builds a topologically sorted dependency graph for code navigation and impact analysis.
Automatically generates and updates documentation for code files and definitions.
Provides a visual UI with Markdown docs and React Flow graphs for easy navigation.
Integrates with MCP-compatible tools and agents for enhanced delivery.
Reduces AI token usage by sending only relevant, cited code context.

Use cases

Automating and maintaining up-to-date code documentation for large codebases.
Accelerating onboarding for new developers by providing navigable, accurate docs.
Reducing AI API costs by minimizing unnecessary token usage in coding tools.
Locating and updating the exact code needed for bug fixes or feature implementation.

Pros

Free open-source self-hosted version is available
Works with MCP-compatible editors and agents
In self-hosted mode the vendor says it has no access to the codebase or data

Screenshots

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