<!-- Canonical: https://sight4agents.com/how-it-works | Markdown: https://sight4agents.com/how-it-works.md | Updated: 2026-11-12 -->
# How it works

> How sight4agents builds agent-optimized websites, exposes them through native MCP, and routes every agent-proposed change through human review and approval before it goes live.

sight4agents covers the whole lifecycle of a site: building it for people and agents, exposing it through MCP, and managing changes so agents can help while humans decide what goes live.

## 1. Build for people and agents

Sites start from structured content. That content is rendered into fast, semantic, accessible HTML for people, and into Markdown, JSON, and structured data for agents.

- Semantic HTML5 landmarks and a logical heading hierarchy
- JSON-LD structured data (Schema.org) on every page
- Markdown versions of every page, plus `llms.txt` and `llms-full.txt`
- A sitemap, a JSON content index, and server-side search
- Responsive layouts with light and dark themes

## 2. MCP-native by default

Each site can expose a Model Context Protocol server. Agents connect over Streamable HTTP and use tools to work with the site directly: listing pages, reading content, and searching.

Read-only tools are open to anyone. Tools that change content are designed to create proposals for review, not to publish directly.

## 3. Human-in-the-loop change management

Agents are useful editors. They can fix typos, update outdated details, and draft new pages. But publishing is a decision for people. In sight4agents, every agent edit follows the same path:

1. **Propose**: An agent submits a change proposal with the edited content and a short explanation of why.
2. **Preview**: The proposal is rendered as a diff and a preview, so reviewers see exactly what will change.
3. **Review**: A person approves it, asks for revisions, or rejects it. Nothing is live yet.
4. **Publish**: Only approved changes are published.
5. **Record**: Every step is logged so changes can be traced and rolled back.

## Who does what

- **Agents**: Read and search content, then draft and submit change proposals with reasons.
- **Reviewers**: Inspect diffs and previews, then approve, request changes, or reject.
- **Owners**: Decide who can review and publish, and can see the full history of every change.

## Want to try it?

sight4agents is in early development. Reach out to hear when early access opens.

[Get early access](mailto:hello@sight4agents.com?subject=sight4agents%20early%20access)

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Source: https://sight4agents.com/how-it-works. More pages: [Home](https://sight4agents.com/index.md), [For agents](https://sight4agents.com/for-agents.md), [About](https://sight4agents.com/about.md), [Brand](https://sight4agents.com/brand.md). Site overview: https://sight4agents.com/llms.txt
