Your feedback data, inside your AI agent.
Install the MCP server and your AI agent can query, triage, and act on feedback without leaving the conversation. Ask "what are users most frustrated with?" — get a cited answer from your actual data.
Works with Claude, Cursor, and more
Compatible with Claude Desktop, Claude Code, Cursor, and any MCP-compatible AI agent. One config file, instant access.
Read and write tools
List, search, and filter feedback. Update status, tags, and assignments. Bulk-update up to 100 items. Scope-aware — write tools only appear with write permissions.
Semantic search built in
Ask natural language questions. The MCP server uses vector embeddings to find relevant feedback by meaning, not just keywords.
Agent workflows
Built-in prompts for triage sessions and weekly reviews. Your agent can review critical feedback, identify duplicates, and summarize trends autonomously.
How it works.
Add to your agent config
One JSON block in your Claude Desktop, Cursor, or Claude Code settings. Point it at your API key and project ID.
Your agent discovers the tools
The MCP server registers tools automatically. Your agent sees list_feedback, search_feedback, get_stats, and more.
Ask questions, take action
"What are the top 5 critical bugs?" "Tag all login issues as auth-bug." Your agent queries and updates feedback natively.
Common questions.
What agents are supported?
Any MCP-compatible agent — Claude Desktop, Claude Code, Cursor, and the growing list of tools implementing the Model Context Protocol.
Can agents modify my data?
Only with a write-scoped API key. Read-only keys only expose query tools. You control the permissions.
Is there a setup guide?
Yes. The docs have step-by-step instructions for Claude Desktop, Cursor, and Claude Code with copy-paste config examples.
More features.
Decision Briefs
Your Monday morning feedback report.
Learn morePattern Detection
See what's trending before it explodes.
Learn moreDuplicate Detection
Same issue, different words.
Learn moreAI Classification
Every item sorted. Automatically.
Learn moreAI Chat
When the brief raises a question, ask it.
Learn moreIntegrations
Plugs into what you already use.
Learn moreCLI
Feedback data in your terminal.
Learn moreREST API
Build on top of your feedback data.
Learn moreSee it in action.
30-day free trial. No credit card. Your first weekly brief arrives Monday.
No credit card required