sting8k/srcwalk

Find source context and trace calls across languages in Claude Code, Codex and other MCP agents.

Smart code reading for humans and AI agents. Definitions, callers, dependencies and function-level diffs from tree-sitter. One binary, no index. MCP server + CLI. Install: cargo install tilth or npx tilth

Structural, byte-precise, token-cheap codebase access for coding agents — tree-sitter over a CLI and an MCP server.

ast-outline lets AI coding agents pull exactly the code context they need — a repo skeleton, a file outline, or one symbol — instead of reading whole files. A stateless, tree-sitter-based CLI.

Semantic code navigation for AI agents

Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.

XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep

Understand any codebase instantly. System intelligence for codebases, built for humans and AI.

A fast, AST-based code navigation toolkit that maps file shapes, public APIs, and call graphs across coding languages. Designed to help coding agents and humans explore codebases, analyze blast radius, and generate token-budgeted context with massive token savings.