What can you do with Product Graph?
Product Graph keeps a living, AI-readable map of your product — its features, personas, agent skills, and standards. Your agent proposes updates via MCP; you review and approve. Here's how teams put it to work.
Solo developer / personal project
Keep a living map of your own product that never goes stale.
- •Your coding agent scans your repo and seeds the graph.
- •At the end of each session it proposes updates — you approve.
- •Use it as context so the agent builds consistently with what exists.
Small team — shared private workspace
One graph the whole team co-maintains, kept private.
- •Create an org workspace and add teammates as members.
- •Everyone’s agent can propose changes; members approve them.
- •Nobody outside the team can see it.
Public product — readable by your users
Publish your product graph so others can build on it.
- •Anyone can browse it on the web — no login needed.
- •Any AI agent can read it via MCP to integrate with your product.
- •Only members can propose changes, so publishing never exposes editing.
Open source / community
Share publicly and accept contributions, safely.
- •Publish so the community can consume your graph.
- •Add trusted contributors as members so they can propose changes.
- •Maintainers review and approve every proposal — nothing goes live unreviewed.
How it works
Three steps, whichever way you use it.
Connect your agent
Add the MCP server to Claude Code, Cursor, or any MCP client with a token.
Agent proposes changes
It scans your repo and submits nodes and edges as a structured diff.
You review & approve
Proposals land in a queue. Only approved changes become live — the graph never rots.
What you ask your agent
You drive everything in plain language from inside your repo. A couple of examples:
"Scan this project and create a product graph for workspace <your-workspace> — the main product, key features, reusable agent skills, and standards."
"Based on the changes we shipped this session, update the product graph in workspace <your-workspace>."
Ready to map your product?
Create a workspace, connect your agent, and seed your first graph in minutes.