ast-bro 3.0.0

Fast, AST-based code-navigation: shape, public API, deps & call graphs, hybrid semantic search, structural rewrite, and log squeezing. MCP server included.

ast-bro

PyPI installer for ast-bro — a fast, AST-based code-navigation toolkit for source files (shape, public API, dep & call graphs, hybrid semantic search, structural rewrite, MCP server). Downloads the pre-built Rust binary on first run.

Formerly ast-outline-cli. Same project under a new name (the ast-outline name became overloaded after the tool grew beyond outlining). The ast-outline command is still installed as a thin proxy that forwards to ast-bro, so existing scripts keep working.

Install

pip install ast-bro

This installs three commands, all forwarding to the same binary:

• ast-bro — canonical name
• sb — short alias (same tool, fewer keystrokes)
• ast-outline — backward-compat shim

Usage

# Map the structure of a file (signatures + line ranges, no bodies)
ast-bro map src/player.rs

# Show the exact source of a specific method
ast-bro show Player.cs TakeDamage

# Compact digest of a whole module
ast-bro digest src/services/

# True public API (resolves pub use / __all__ re-exports)
ast-bro surface .

# Find all implementations of a type
ast-bro implements IDamageable src/

# Dependency graph
ast-bro deps src/auth.rs --depth 2
ast-bro reverse-deps src/auth.rs
ast-bro cycles

# Call graph (AST-accurate)
ast-bro callers TakeDamage
ast-bro callees Player.TakeDamage

# Hybrid BM25 + dense semantic search
ast-bro search "how does login work"

# Find semantically similar code
ast-bro find-related src/auth/login.rs:42

# AST-aware structural search and rewrite (with metavariables)
ast-bro run -p '$FUNC($$$)' -l rust
ast-bro run -p 'foo($A)' -r 'bar($A)' --write    # apply to disk

On first run, the CLI downloads the pre-built binary for your platform from GitHub releases and caches it locally.

Platform	Cache directory
macOS	~/Library/Caches/ast-bro/
Linux	~/.cache/ast-bro/

Supported Platforms

Platform	Status
macOS ARM64	Pre-built binary available
Other platforms	Build from source (see below)

For unsupported platforms, build from source:

cargo install ast-bro

What is ast-bro?

ast-bro is a fast, AST-based code-navigation toolkit built for LLM coding agents and humans. It uses tree-sitter via ast-grep to parse source files and provide:

• File shape — map / digest / show for signatures with line ranges (95% token savings vs reading full files)
• True public API — surface resolves re-export graphs across Rust, Python, TypeScript, and more
• Dependency graph — deps / reverse-deps / cycles / graph for import analysis
• Call graph — callers / callees with AST accuracy across 14 languages
• Semantic search — hybrid BM25 + dense embeddings via search and find-related
• Structural rewrite — run for AST-aware pattern matching with metavariables (find + replace)
• MCP server — every command exposed as an MCP tool for LLM agents

Supports Rust, Python, TypeScript, JavaScript, Java, C#, C++, Kotlin, Scala, Go, PHP, Ruby, SQL, and Markdown.

Links

• ast-bro source code
• npm package (Node.js installer)
• crates.io (Rust library)

License

MIT