Graphify: Navigate Codebases with AI-Powered Code Graphs

Graphify: Navigate Codebases with AI-Powered Code Graphs

Graphify is a tool designed to assist developers in navigating unfamiliar codebases by building local, code-only call graphs. Utilizing tree-sitter technology, it provides a forward-orientation aid, allowing users to trace call chains and visualize symbol connections efficiently. Graphify is optimized for forward queries, making it a reliable tool for understanding what a given symbol calls or how two symbols are interconnected.

What this skill does

• Installs locally on your development environment, assuming the user has already added it to their setup.
• Generates a local code-only call graph using tree-sitter and outputs the results to a JSON file.
• Focuses on a forward-orientation approach; it maps symbol interactions to help developers understand their codebases better.
• Facilitates exploration of code by identifying how different parts of the codebase connect and operate together.

Who it is for

• Developers working with AI coding agents such as Claude Code, Cursor, and Codex.
• Teams needing a tool to explore and understand large or unfamiliar codebases efficiently.
• Software engineers looking for a local and cost-effective solution to assist in codebase navigation.

Use cases

• Exploring a new or inherited codebase to understand the structure and call relationships without external dependencies.
• Tracing call chains to determine how changes in one part of the code might propagate forward across the system.
• Improving code comprehension during code reviews or system migrations by visualizing code interactions locally.

Technical details

• Built with tree-sitter to generate local, code-only call graphs without requiring an API key, LLM backend, or incurring token costs.
• Provides results in a JSON format stored in the 'graphify-out' directory after running the `graphify update` command.
• Optimized for forward query orientation; reverse queries should be confirmed with additional tools like grep.

Source & Licence

This package is built on open-source work published by DanielC000 (DanielC000/loom) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.