A REST API, MCP server, and embeddable widget. Loop lets your team, your clients, and your AI agents create, triage, and resolve feedback programmatically.
One script tag. Loads async, zero performance impact. Your users annotate the live page — screenshots, screen recordings, and pins included.
Full CRUD over projects, feedback, comments, boards, and clients. Authenticate with an org-scoped API key and plug into any stack.
AI agents read feedback, create tickets, and triage issues through the MCP server — natively inside their workflow.
Every entity in Loop is accessible through the REST API. The MCP server gives AI agents native read/write access. Pipe feedback into your workflow — or let your agents close the loop for you.
Full CRUD over projects, feedback items, comments, boards, and clients. Authenticate with an org-scoped API key. JSON everywhere, predictable pagination, standard HTTP status codes.
A Model Context Protocol server that lets coding agents read feedback, create tickets, manage boards, and triage issues — natively inside Cursor, Windsurf, or any MCP-compatible tool.
AI agents can programmatically create, categorise, and assign feedback items. Close the loop between your codebase and your users — no human sorting required.
Combine with Gmail and Slack integrations to funnel every input channel into a single board. AI triages each item as a feature, bug, or task automatically.
Widget annotations, Gmail threads, and Slack conversations all become typed cards on your kanban board. AI triages everything — you just ship.
One script tag. Clients annotate the live site, capture screenshots, and record their screen — context included.
Label-based mapping turns email threads into board cards. AI reads each thread and classifies it as feature, bug, or task.
/loop-feedback opens a form. /card on any thread creates a board card. Screenshots, videos, and voice notes supported.
Automatic classification into feature, bug, or task. Extracts multiple cards from a single thread. No manual sorting.
Feedback infrastructure your stack can talk to. Ship the widget, connect the API, let agents do the rest.