Agent-Ready Feedback Management

Let agents manage
your product feedback.

Ask Claude Code, Codex, Cursor, or any shell-capable AI agent to install your feedback bubble, watch new feedback, triage bugs, draft replies, and keep your roadmap moving through FeedbackBasket's CLI and MCP server.

Start FreeSee Agent Workflow
Web app feedback
app.feedbackbasket.com/dashboard

142

Total

18

Open

64

Avg Priority

Login button unresponsive on Safari mobile, affecting iOS 17+ users

☹Negative·Bug·2h ago
✉

Would love dark mode for the dashboard, multiple users requesting

☺Positive·Feature·5h ago
✉

Checkout flow is confusing, had to restart the process twice

☹Negative·Improvement·1d ago

How do I export my data as CSV?

😐Neutral·Question·2d ago
✉
< 1s
AI triage on every feedback item
1
widget your agent can install
30s
MCP setup for your coding agent
1
CLI install for agent-run feedback ops

Feedback operations your AI agent can run for you

Collect user feedback once, then let your agent query, triage, update, export, and act on it from the tools where you already build.

Agent-Installed Feedback Bubble

Tell your coding agent to add FeedbackBasket. It can fetch the widget code, place the script tag, and match the bubble to your app.

Automatic Triage

Every submission is categorized, scored, summarized, and turned into suggested next actions your agent can inspect before changing code.

Agent-Friendly Exports

Export feedback as CSV, Markdown, or JSON-shaped CLI output so agents can build context packs, specs, and release notes.

Page & Browser Context

Know exactly where feedback came from — page URL, browser, OS, and device. Bug reports go from vague to actionable instantly.

Feedback Alerts

Know when new feedback arrives, filter by category and priority, and let submitters receive status updates as work moves forward.

MCP for AI Assistants

Connect Claude, Cursor, Windsurf, or another MCP client. Ask 'what bugs were reported this week?' without leaving your editor.

Agent Skill

Give your AI coding agent the FeedbackBasket skill so it knows how to add web or mobile feedback collection, file discovered issues, triage bugs, and plan fixes.

Agent-Ready CLI

Manage projects, feedback, widgets, replies, and team from the terminal. Any agent with shell access can operate it, even without MCP.

Native iOS feedback SDK

Collect in-app feedback without sending users away.

Add a native SwiftUI feedback form to your iPhone or iPad app with FeedbackBasket's open-source Swift package. Capture user feedback while the experience is fresh, attach app and device context automatically, and keep every reply inside your app.

  • A native SwiftUI feedback form

    Present a polished feedback sheet from any screen with one Swift modifier—no web view or custom feedback UI to maintain.

  • Automatic mobile app context

    Every submission can include the app version, build, iOS version, device model, and the screen where feedback started.

  • Two-way in-app replies

    Users see unread reply badges and continue the conversation in the same sheet. Your app does not need to build an inbox.

Add feedback to your iOS appView the Swift SDK

Open-source Swift package for SwiftUI apps on iOS 16 and later.

Ask your agent to run the loop

FeedbackBasket gives agents the same operational handles a product team needs.

01

Install the bubble

Your agent creates or finds the right project, gets the widget code, and adds the feedback bubble to your app.

02

Watch incoming feedback

Users submit feedback with screenshots, email, page context, sentiment, category, and priority already attached.

03

Let agents act

Ask your agent to summarize the week, find urgent bugs, update statuses, draft replies, or turn feedback into implementation plans.

Agentic Triage

Give your agent the signal, not a messy inbox.

Every piece of feedback arrives with AI-generated context: summary, sentiment, priority, suggested status changes, and reply drafts. Your coding agent can read the same structured signal and decide what deserves attention.

  • Draft reply emails matched to sentiment
  • Suggested status changes with reasoning
  • Structured summaries your agent can use immediately
AI Analysis
CategoryBug
SentimentNegative
Priority
85/100

Summary

Login button unresponsive on Safari mobile. User unable to access their account. Affects iOS 17+ devices.

Suggested Actions

Investigate Safari WebKit bugTest on iOS 17 simulatorMark as In Progress
agent terminal
User: Set up the feedback bubble, then tell me if anything urgent came in.
$ feedbackbasket login
✓ Logged in as vlad@feedbackbasket.com
$ feedbackbasket widget code --project acme-web
Widget script copied for acme-web
$ feedbackbasket bugs list --severity high --json
●[HIGH][OPEN]cm8x...
Login broken on Safari 17.4
●[HIGH][OPEN]cm9a...
Payment form crashes on mobile
2 bugs (2 high, 0 medium, 0 low)
$ feedbackbasket feedback update cm8x --status IN_PROGRESS
✓ Updated feedback cm8x
Agent: Bubble is installed. One urgent Safari login bug needs attention; I moved it to In Progress and can start a fix.
Hints:
feedbackbasket feedback show cm8x
AI Agents CLI + MCP

Tell your agent: manage feedback for me.

FeedbackBasket exposes the feedback workflow through a CLI and MCP server, so agents can set up widgets, list urgent feedback, inspect screenshots, update statuses, create notes, export context, and report back.

  • Full CLI for projects, feedback, widgets, replies, and team
  • Works with Claude Code, Codex, Cursor, OpenCode, and shell agents
  • Human-readable output plus JSON modes for automation
CLI DocumentationClaude Code Skill
FeedbackBasket developer resources

A clear path for every agent and integration.

FeedbackBasket publishes human-readable guides and stable machine-readable contracts at predictable URLs. An agent can learn when to use the product, inspect the exact REST schema, verify service availability, discover MCP resources, and recover from an invalid route without running browser code. The same resources explain credential boundaries, full-scope writes, project resolution, webhook verification, and safe error handling.

FeedbackBasket developer platform

Find the FeedbackBasket REST API, OpenAPI schema, MCP server, CLI, agent guide, webhooks, authentication rules, rate-limit conventions, and API versioning policy from one named developer hub. Start here when an agent or integration needs a stable FeedbackBasket interface.

Open resource

FeedbackBasket OpenAPI 3.1

Inspect typed operations for projects, feedback, bug reports, statistics, and notes. Each operation has a unique operation ID, a clear description, typed parameters, request schemas, response schemas, bearer authentication rules, and stable error fields that work with function-calling systems and generated clients.

Open resource

Public API health check

Confirm that the FeedbackBasket API is reachable before you ask for credentials or start a workflow. The public JSON response identifies the service and API version and links directly to the OpenAPI document, agent guide, and MCP endpoint. Protected operations then use a private CLI bearer token.

Open resource

MCP resource discovery

Connect directly with MCP Streamable HTTP. Agent surface 3.1.0 provides the same 31 product operations as the CLI and stdio package. Read keys allow queries, full keys allow approved writes, project restrictions stay active, and high-impact calls need explicit confirmation.

Open resource

Signed feedback webhooks

Send each new feedback event to one HTTPS receiver per project. The webhook guide documents the exact payload, stable delivery ID, raw-body HMAC signature, timeout, retry schedule, duplicate handling, endpoint safety checks, secret rotation, and customer-data precautions needed for a reliable agent workflow.

Open resource

Developer and security contact

Ask FeedbackBasket about API behavior, CLI setup, MCP access, webhook delivery, privacy, account safety, or a suspected security problem. Include the project name, public page URL, operation ID, response code, and expected result. Never send tokens, API keys, passwords, session cookies, or webhook secrets.

Open resource

Simple, founder-friendly pricing

Start free. Upgrade when you grow. No surprises.

Free

$0forever

Perfect for solo founders getting started.

Start Free
  • 1 project
  • 100 feedback / month
  • AI analysis & draft replies
  • Customizable widget (with branding)
  • Email notifications
  • 1 MCP API key
Most Popular

Pro

$19.99/ month

For growing teams that need the full picture.

Upgrade to Pro
  • 10 projects
  • Unlimited feedback
  • Full AI assistant (unlimited)
  • Screenshot & image uploads
  • Up to 5 team members
  • Configurable notifications
  • 5 MCP API keys
  • Remove branding

Frequently asked questions

Everything you need to know before getting started.

What happens when I reach the Free feedback limit?
On the Free plan, you can collect up to 100 feedback items per month. Once you reach the limit, new submissions pause until the next month. Reaching the limit never deletes existing feedback. Upgrade to Pro for unlimited monthly submissions.
How does the AI analysis work?
Every piece of feedback is automatically analyzed by AI when it's submitted. It detects the category (bug, feature request, improvement, question), sentiment (positive, neutral, negative), and priority score. It also generates a summary and suggests next actions — all in seconds.
What is the MCP integration?
MCP (Model Context Protocol) lets you connect FeedbackBasket to AI assistants like Claude Code, Cursor, or Windsurf. You can ask your assistant to show this week's bugs, summarize customer pain, inspect a feedback item, or check whether new feedback arrived while you code. Generate an API key from your Settings page to get started.
Can I try Pro features before upgrading?
The free plan includes AI analysis, the customizable widget, email notifications, and 1 MCP API key — so you can experience the core product before upgrading. Pro adds unlimited feedback, screenshot uploads, team collaboration, branding removal, and more API keys.
How do my users get notified about status changes?
When a user submits feedback with their email, they automatically receive email notifications when the status changes (e.g., 'Your feedback is now Planned'). They can unsubscribe anytime with one click.
Is my data secure?
Yes. IP addresses are hashed before storage for privacy. All inputs are sanitized against XSS. Uploads go directly to Cloudflare R2 via presigned URLs. API keys use secure token authentication with project-level access control. We never share your data.
Can I cancel anytime?
Yes. Your subscription remains active until the end of the billing period. If the downgrade leaves you above the Free project allowance, you have 14 days to choose which projects stay active. You cannot create additional projects while over the allowance. After the deadline, only the excess projects are archived—nothing is deleted because of a plan downgrade.
Can FeedbackBasket collect feedback from mobile apps?
Yes. Enable mobile feedback for a hosted form, public project key, and agent-ready setup instructions. Native iOS apps can use the open-source Swift SDK for automatic context, unread reply badges, and two-way conversations in the same SwiftUI sheet. React Native, Flutter, UIKit, and other mobile stacks can use the hosted form. Follow-up replies can be enabled or disabled separately for website and mobile feedback.
What happens when a project is archived?
An archived project becomes read-only. You can still view and export its existing feedback, but it stops accepting submissions, votes, replies, uploads, and settings changes. You can restore archived projects when your active-project allowance has room, including after upgrading again.

Ready to put your feedback loop on autopilot?

Let agents collect, monitor, triage, and act on project feedback while you keep building.

Start Agent-Ready Feedback