For agent-native builders

The agent-first
feedback loop.

Collect feedback once. Let your AI agent read it, prioritize it, and turn it into shipped work via MCP. Built for solo founders and small teams that move fast.

Start FreeSee How It Works →
Users submit → AI triages → MCP routes → agent ships
$ mcp get_top_feature --limit 1
# Quality: 94 | Votes: 12
$ mcp read_feedback_context --id pdf-exp
✓ Gemini 2.0 summarized 8 requests.
$ mcp mark_shipped --id pdf-exp
# Changelog generated. GitHub issue closed.
# GitHub issue closed. Slack notified.
Submit Feedback
Type
💡 Idea🐛 Bug❤️ Praise
Message
I wish I could export reports to PDF...
Send Feedback
Works with your stack

Any MCP-compatible agent can plug in and start reading prioritized feedback without forcing you into another dashboard.

Claude CodeCursorWindsurfCodexGitHubSlackMCP Protocol
Workflow

Three steps to better products

From raw feedback to shipped features, without the usual manual triage circus.

1

Collect

Drop in the widget or portal. Users submit ideas, bugs, and praise in seconds.

2

Analyze

Feedback is scored, clustered, and prioritized automatically so the important stuff rises first.

3

Ship

Your agent reads top issues via MCP and turns insight into tasks, code, and releases.

The Full Loop

From feedback to feature — automatically.

Your MCP-connected agent closes the loop without you babysitting another product board.

User submits feedback

“I wish I could export to PDF”

Agent reads via MCP

Feedback is scored, clustered, and prioritized automatically

Task is created

add-pdf-export — with context, scope, and acceptance criteria

Feature ships

Users get notified — loop closed

Features

Everything you need, nothing you don't

Built for solo founders and small teams who move fast and ship often.

MCP Native

Your AI agent connects directly to feedback data via the Model Context Protocol, reading and acting on insights without custom integrations.

Smart Scoring

AI-powered priority scoring surfaces what matters most — no manual triage needed.

Drop-in Widget

One script tag. Works in any framework.

Public Roadmap

Share your roadmap with users. Let them vote and see progress in real time.

Real-time Insights

Track recurring pain points and patterns without spreadsheet archaeology.

GitHub Sync

Turn prioritized feedback into developer-ready actions in your existing workflow.

Pricing

Simple, transparent pricing

Simple, transparent pricing. All plans include a 14-day money-back guarantee and cancel-anytime policy.

Free
$0/mo
The full feedback loop, for side projects.
  • 1 project
  • 100 feedback items/mo
  • Widget, public board & changelog
  • AI scoring & deduplication
  • Hosted MCP server (500 calls/mo)
  • Community support
Start Free
Pro
Solo Builder
$19/mo
Standard: $24/mo
For independent creators shipping daily.
  • 3 projects
  • Unlimited feedback
  • Unlimited hosted MCP
  • GitHub integration & agent delegation
  • Built-in coding agent (add-on, $3 credits/mo included)
  • Slack & Discord webhooks
  • Custom branding
  • Priority support
Lock in Early Bird
Team
$59/mo
For shipping teams that want total visibility.
  • 10 projects, 5 seats
  • Everything in Pro
  • Built-in coding agent (add-on, $15 credits/mo included)
  • Shared release workflow
  • Priority support & training
Get Team

The coding agent, metered fairly

The built-in agent turns an idea into a pull request you approve — it never merges on its own. Credits are $0.10 each: a typical PR costs $1–3, you see the estimate before it runs, and failed runs are refunded. Bring your own API key and pay a flat $0.10 per run instead.

See the loop

Enterprise

Private infra, SSO, and higher-volume workflows.

Contact Sales

Ready to build what users actually want?

Start collecting feedback in under 5 minutes. No credit card required.

Start FreeSee How It Works
Contact

Get in touch

Questions, partnerships, or custom setups? Send a note and we’ll follow up.