Overview
Markloop is a web application designed to close the review loop for HTML documents generated by AI coding agents. It allows teams to share specs, reports, and proposals, collect anchored comments and answers from human reviewers, and export the feedback as a structured package that agents can consume directly via MCP or plain files. The tool supports versioning, read-only sharing, and unlimited free reviewers.
Key Features
- Anchored comments: Pin comments to specific sections or sentences, tied to the version they were made on.
- Agent-ready export: Feedback exports with CSS selectors, quotes, and context for automated application.
- MCP integration: Native support for Claude Code and Codex to push and pull documents and feedback.
- Version tracking: Each upload becomes a version; comments track what's addressed across revisions.
- Unlimited reviewers: Invite clients and teammates without per-reviewer charges.
Target Audience
Markloop is built for developers, product managers, consultants, and agencies who use AI agents to draft technical documents and need human sign-off before shipping. It's particularly useful for teams working with Claude Code or Codex, but any agent can consume the plain-file export.
