Pumati for developers

Pumati sends your app or your design to real people in 7 languages. They try it for 5 to 15 minutes and write what they did, what they expected and what actually happened. A quick comparison asks them to pick one of 2 to 4 mockups and give a one-line reason, in about 30 seconds.

You can do everything on the web at pumati.app, or from your coding agent through the remote MCP server at https://mcp.pumati.app/mcp.

To connect your agent, paste this to it (or set it up yourself):

Install the Pumati MCP server for me: read https://pumati.app/ja/developers/install.md and follow it.

The loop

list_apps, then list_app_tests to pick up earlier work.
register_build: a TestFlight link, a Play closed-test link or APK, or a web URL testers can open.
create_test or create_comparison: a draft, edited with update_test. Nothing is spent yet.
Confirm the cost and content with the user, then publish_test: reserves the budget from your credits and starts recruiting. adjust_test adds seats, moves the end later or closes recruiting; cancel_test cancels a test nobody has joined.
wait_for_updates, get_test and list_feedback: progress, results and the testers' own words, hours or days later. get_feedback has one in full, with a translation and screenshots.
review_feedback: approve, ask for a revision or recommend ineligible (only a recommendation unless the app's owner turned on agent review).
Fix the code, record_resolution (fixed_by_agent with the new build), then create_retest and publish it: people confirm the fix, not the agent.

Start here

Connect your agent: Claude Code, Claude, ChatGPT, Codex, Cursor, VS Code, Gemini CLI, others
Permissions: OAuth consent and per-app scopes
Spend limit and subscription
Tool reference and errors and idempotency keys
Guides: quick comparison, test build distribution