# Markloop

> The review loop for agent-made documents

Source: [Stellar Launch](https://www.stellarlaunch.org/), a launch platform where startups and new tools get discovered by early adopters.

- Stellar Launch homepage: https://www.stellarlaunch.org/
- Stellar Launch page: https://www.stellarlaunch.org/projects/markloop
- Markdown version: https://www.stellarlaunch.org/projects/markloop.md

## Details

- Website: https://markloop.io
- Categories: Developer Tools, Productivity, B2B Software
- Launch status: Launched
- Launch date: 2026-09-27 (08:00 UTC)
- Upvotes: 0

## Description

Markloop is a web application designed to close the feedback loop between AI agents and human reviewers for HTML documents such as specs, reports, and proposals.

- Annotated feedback: Reviewers comment directly on specific parts of the rendered HTML, with comments anchored to exact elements and versioned.
- Agent‑ready package: All feedback is exported as structured data (selector, quote, intent, context) that agents can consume via MCP or plain files.
- Version control: Each upload becomes a version; addressed comments are tracked and open questions persist across iterations.
- Unlimited reviewers: Invite teammates and clients as viewers at no extra cost.
- Privacy first: Reviewers see only the rendered document; source files never leave your machine.

Target users include product managers, engineering consultants, agencies, and any team that relies on AI‑generated documentation and needs a streamlined way to gather, act on, and version human feedback.

---

This listing was submitted by the maker and published on Stellar Launch (https://www.stellarlaunch.org/projects/markloop). Featuring a product on Stellar Launch does not imply endorsement.