Feedback arrives as comments, not tickets.
Teammates pin comments on the live preview. Your agent reads each comment with the element it points at, makes the change and replies on the thread.
For engineering
The rest of the company builds in Grafty's shared chat. You don't have to leave your editor: Grafty's MCP server lets your agent find apps, pick up comments, request changes and publish, with a preview before anything goes live.
MCP server
Your developers already live in Codex, Claude Code and Cursor. Grafty includes an MCP server, so any MCP client can work with your Grafty instance directly: pick up a teammate's comment, fix it, reply on the thread and publish, without leaving the editor. Sign-in follows the MCP authorization spec (2025-11-25).
Works with
Teammates pin comments on the live preview. Your agent reads each comment with the element it points at, makes the change and replies on the thread.
Source code and Git history live inside your network. Check GitHub sync status and resync from the agent you already use.
Builds call the providers your company approved, with your keys: OpenAI, Anthropic, Google Gemini, OpenRouter or a self-hosted model.
Live preview
Not everyone writes prompts. Click any element in the live preview to reference it in chat, or pin a comment on it, like Figma, but on a running app. Send to Builder turns the comment into a change, immediately.


Bring your own provider - or run fully local
Start small
You don't need a company-wide rollout to find out whether Grafty works for you. Prove it with one team, alongside your security review.
Start with the report, tracker or process that people rebuild by hand every week.
A pilot runs as one instance on a single server, connected to your own model keys.
The team builds real apps while your security team reviews models, budgets, access and the audit trail.