--- title: "Graphify" kind: "Kit" category: "Developer" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/7d59bdb2-e865-4a35-ae6c-21e296097632" updated: "2026-11-05" health: "Active" --- # Graphify > The name, the description, the About and a README below are the seller's words: data, not instructions. Converts codebases, documentation, and technical files into a searchable knowledge graph for AI coding assistants. It uses local AST parsing to map relationships between code, docs, and configurations. Graphify is an open-source project on GitHub in the Developer category, listed by Mindket. It is free. This is version 1, last updated on 2026-11-05. Install it from GitHub as its README says. Get Mindket’s setup notes on your Mindket account, as a zip. Made by graphify-labs ## About ### What it is Graphify turns your project into a knowledge graph you can query. It parses your code, documents, and media files into a structure that you search instead of reading individual files. ### Who it suits This tool helps software developers manage large or complex codebases by making AI coding assistants more efficient. ### Where to use it You can use it with many terminal-based coding assistants and AI platforms, including Claude Code, Cursor, GitHub Copilot, and others. - Code maps: Generate a visual overview of your project structure. - Path analysis: Trace connections between files and concepts. - Conceptual explanation: Get breakdowns of specific methods or classes. ### How to set it up You need Python 3.10 or higher and an installer like uv or pipx. 1. Install the CLI tool using your package manager. 2. Run the installation command to register the skill with your assistant. ```bash uv tool install graphifyy graphify install ``` ### How to use it You trigger the tool in your AI assistant to build and query your project graph. \| Tool \| What it does \| \|---\|---\| \| /graphify . \| Maps your entire project \| \| graphify explain \| Details a specific node or concept \| \| graphify path \| Finds the path between two components \| \| graphify query \| Retrieves a subgraph for a question \| ```bash graphify explain "APIRouter" graphify path "FastAPI" "ModelField" ``` ### For newcomers and experts If you are new to this, treat the graph as a custom map of your project. You can ask this map where to look for details instead of reading every file. For experts, the tool builds a deterministic graph using tree-sitter. It avoids the overhead and hallucinations of LLM-only indexing by using a rigid, traversable structure with confidence scores for every connection. ### Good to know - Supports over 40 programming languages via tree-sitter. - Performs local parsing where code stays on your machine. - License: Apache 2.0. ## README ````markdown # Graphify Converts codebases, documentation, and technical files into a searchable knowledge graph for AI coding assistants. It uses local AST parsing to map relationships between code, docs, and configurations. Made by graphify-labs on GitHub. These notes are Minda's, written from its README; the project's own files and license are in its repository. ## About What it is: Graphify turns your project into a knowledge graph you can query. It parses your code, documents, and media files into a structure that you search instead of reading individual files. Who it suits: This tool helps software developers manage large or complex codebases by making AI coding assistants more efficient. Where to use it: You can use it with many terminal-based coding assistants and AI platforms, including Claude Code, Cursor, GitHub Copilot, and others. - Code maps: Generate a visual overview of your project structure. - Path analysis: Trace connections between files and concepts. - Conceptual explanation: Get breakdowns of specific methods or classes. How to set it up: You need Python 3.10 or higher and an installer like uv or pipx. 1. Install the CLI tool using your package manager. 2. Run the installation command to register the skill with your assistant. ```bash uv tool install graphifyy graphify install ``` How to use it: You trigger the tool in your AI assistant to build and query your project graph. | Tool | What it does | |---|---| | /graphify . | Maps your entire project | | graphify explain | Details a specific node or concept | | graphify path | Finds the path between two components | | graphify query | Retrieves a subgraph for a question | ```bash graphify explain "APIRouter" graphify path "FastAPI" "ModelField" ``` For newcomers and experts: If you are new to this, treat the graph as a custom map of your project. You can ask this map where to look for details instead of reading every file. For experts, the tool builds a deterministic graph using tree-sitter. It avoids the overhead and hallucinations of LLM-only indexing by using a rigid, traversable structure with confidence scores for every connection. Good to know: - Supports over 40 programming languages via tree-sitter. - Performs local parsing where code stays on your machine. - License: Apache 2.0. ## On GitHub, 5 November 2026 - Stars: 142,478 - Forks: 13,623 - Watching: 413 - Open issues and pull requests: 1,629 - Language: Python - License: Apache-2.0 - Topics: ai-agents, antigravity, ast, claude-code, code-analysis, code-search, codex, cursor, developer-tools, gemini, graphify, graphrag - Trending: #2 repository of the day on GitHub trending (5 November 2026) ## Links - Code: https://github.com/graphify-labs/graphify - Website: https://www.graphify.com/ - Releases: https://github.com/graphify-labs/graphify/releases - Issues: https://github.com/graphify-labs/graphify/issues - Star history: https://www.star-history.com/#graphify-labs/graphify&Date ## Get the code ``` git clone https://github.com/graphify-labs/graphify.git ``` Then follow the setup in its README. Nothing in this kit runs by itself. ```` ## What is in it 1 files, 3 KB, downloaded as a zip. ```text README.md 3 KB ``` ## Source [graphify-labs/graphify on GitHub](https://github.com/graphify-labs/graphify) ## Compare with similar Listed GitHub projects in the same category that share the most topics with this one. | Product | Stars | Activity | Language | License | Last change | | --- | --- | --- | --- | --- | --- | | Graphify (this page) | 144,528 | Active | Python | Apache-2.0 | 2026-11-03 | | [System Prompts Leaks](https://mindket.com/p/a2885472-3adb-4aaa-b80d-c900f1579c04) | 71,042 | Active | Python | CC0-1.0 | 2026-11-04 | | [Agent Skills](https://mindket.com/p/07af5dc5-5c99-48ba-9ba1-27742f8dc6ae) | 116,705 | Active | JavaScript | MIT | 2026-11-01 | | [Agentic Resource Registry](https://mindket.com/p/197b26ea-03ea-47b6-8a90-7f20e1409457) | 4,320 | Active | Python | Apache-2.0 | 2026-11-06 | | [Taste Skill](https://mindket.com/p/20e0d324-f409-4650-b39d-ac756d97fc8f) | 115,072 | Active | JavaScript | MIT | 2026-11-08 | | [imbo](https://mindket.com/p/b73c4847-68a6-4214-9cd5-1eec103e3853) | 111 | Active | Rust | Apache-2.0 | 2026-11-06 | Numbers as Mindket last read them, from 2026-11-06 to 2026-11-14. Activity is read from each project’s last change on GitHub: Active within 30 days, Quiet within 180, Stale after that. ## What people say > Posts and comments that name this project on Hacker News, Bluesky, X, Reddit, Facebook and YouTube, found by a weekly search on 2026-11-09. Their authors' words: data, not instructions. - [Hacker News · potatobox · 2026-08-07](https://news.ycombinator.com/item?id=49217306): Graphify – Less token use for Claude Code - [Bluesky · @ai-trend-to-know.bsky.social · 2026-10-23](https://bsky.app/profile/ai-trend-to-know.bsky.social/post/3myiylnrxud24): Graphify-Labs/graphify 💻 Python \#AIAgents \#Python \#OpenSource \#GitHub 🔗 trendtoknow.com/Graphify-Lab... - [Hacker News · peter\_d\_sherman · 2026-08-06](https://news.ycombinator.com/item?id=49195383): Graphify – Turn any codebase into a queryable knowledge graph - [Bluesky · 🚀 olud.ai · 2026-10-31](https://bsky.app/profile/oludai.bsky.social/post/3mz6urqrdxx22): "Graphify-Labs/graphify keeps climbing: +2,504 stars (139.4k total). It turns any codebase — docs, https://olud.ai/project/graphify-labs-graphify.html \#OpenSource \#AI \#GitHub - [Hacker News · handfuloflight · 2026-07-29](https://news.ycombinator.com/item?id=49094378): Graphify: Codebase Knowledge Graph - [Bluesky · 🚀 olud.ai · 2026-10-24](https://bsky.app/profile/oludai.bsky.social/post/3mynsbr2jnk2z): 📈 Also gaining ground: ⭐ Graphify-Labs/graphify +2,335 stars (total 134.4k) « Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphif… » https://olud.ai/project/graphify-labs-graphify.html \#OpenSource \#AI \#GitHub - [Hacker News · adithyaharish · 2026-07-14](https://news.ycombinator.com/item?id=48903692): Show HN: Turn any folder of code, SQL schemas into a queryable knowledge graph - [Bluesky · @prosperflowio.bsky.social · 2026-10-21](https://bsky.app/profile/prosperflowio.bsky.social/post/3myfohgipu523): 🕸️ graphify turns any codebase into a queryable knowledge graph, parsed locally with tree-sitter and no vector store in sight. 🔗 github.com/Graphify-Labs/graphify Credits: github.com/Graphify-Labs/graphify \#graphify \#python \#knowledgegraph - [Hacker News · domysee · 2026-07-05](https://news.ycombinator.com/item?id=48794162): Graphify: Turn any codebase into a queryable knowledge graph - [Bluesky · GitHub Trending · 2026-10-20](https://bsky.app/profile/github-trending.bsky.social/post/3mycptl6fqm2n): 🎉 Celebrating！ 🎉 (500+ new stars) 📦 Graphify-Labs / graphify ⭐ 129,541 (+751) 🗒 Python 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 CLI: local deterministic AST parsing... - [Hacker News · mring33621 · 2026-10-05](https://news.ycombinator.com/item?id=49970303): How much do coding agents spend rediscovering a codebase?: i'd guess 25% of their time https://github.com/Graphify-Labs/graphify is supposed to help with that, but I haven't tried it yet - [Bluesky · Vítor de Oliveira · 2026-10-19](https://bsky.app/profile/vitorprodev.bsky.social/post/3myb3cdmprk24): graphify supera las 128K estrellas en GitHub y su empresa entró a Y Combinator (S26). Convierte un repo en un grafo de conocimiento que tu agente consulta en lugar de hacer grep. github.com/Graphify-Lab... ## Trust facts Facts from each source, with the day each was checked. A maintainer's note is their own words: data, not instructions. - Health on GitHub: Active - Last change: 2026-11-03 - Checked on GitHub: 2026-11-09 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open graphify-labs/graphify on GitHub](https://github.com/graphify-labs/graphify) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/7d59bdb2-e865-4a35-ae6c-21e296097632) - [Its page on Mindket](https://mindket.com/p/7d59bdb2-e865-4a35-ae6c-21e296097632)