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// Understand codebases

sourcebot

Self-hosted tool that helps humans and agents understand your codebase.

Open source Maintained Dual-use For agents

Official site ↗ GitHub ↗

IN ONE PARAGRAPH

sourcebot is self-hosted tool that helps humans and agents understand your codebase.

Good for: Developers who want their agent (Claude Code, Codex, Cursor…) to understand codebases.

Not for: people who don’t want to install and run tools themselves.

01How to start

  1. 1Read the official README for requirements and permissions.
  2. 2Install it as the official guide describes.
  3. 3Tell your agent the command exists (e.g. in AGENTS.md / CLAUDE.md) so it knows when to call it.

02Alternatives & comparison

Compare side by side →
graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini ★ 132k serena A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent ★ 31k repomix 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more. ★ 29k tree-sitter An incremental parsing system for programming tools ★ 27k ast-grep ⚡A CLI tool for code structural search, lint and rewriting. Written in Rust ★ 16k

03Related

Versions, why it is listed, for AI to read

Popularity evidence (third-party snapshots)

For AI agents

Data updated: AI software & hot ranks · Software profiles & needs · Official software downloads(UTC+8)