AI & ML

Markloop

Get the human input on the docs your AI agent writes

Markloop is a web app for reviewing the HTML documents your AI agent writes: specs, proposals, plans, and reports. Instead of pasting polished HTML into Google Docs, screenshots, Slack, or email, you share one review link and collect feedback in context. Reviewers comment on the exact line or element, answer your open questions, and need no account. Your agent can push documents from Claude Code or Codex over MCP, then pull comments and answers back as a structured package ready to apply. Every document is versioned, addressed feedback is tracked across rounds, and reviewers always stay free. Markloop is for upstream document review before the work moves forward, not for reviewing live websites or shipped apps.