Graphify turns repos into a Claude-friendly knowledge graph
Graphify started on April 5, 2026. After typing `/graphify .`, it turns a code repo, docs, PDFs, SQL schemas, Obsidian notes, or into a that Claude can query. Claude can ask the graph instead of reading raw files one by one.
Graph queries are said to use about 71 times fewer tokens per question, which helps fit more project information into context and reduces repeated file searching. In about 2.5 months, Graphify reached 73,000 and 2.2 million downloads, and it was accepted into YC S26. A newer feature lets Graphify learn from which answers were useful and which led nowhere.
The command `graphify reflect` saves those lessons into `LESSONS.md`, which is read in later sessions so the tool is less likely to repeat the same bad guess. People are using it beyond code search, including writing grounded in the real codebase, checking risks before large changes, and keeping a more persistent .
Key points
- Graphify converts repos and documents into a that Claude can query.
- It claims graph queries use about 71 times fewer tokens per question.
- It reached 73,000 and 2.2 million downloads in about 2.5 months.
- It was accepted into YC S26.
- `graphify reflect` writes learned mistakes and useful patterns into `LESSONS.md` for later sessions.