# Koshra for AI agents and assistants

> How AI agents and assistants can read this site: Markdown for every page, llms.txt, llms-full.txt, the sitemap and our facts policy.

Canonical: https://koshra.com/docs/for_ai_agents
Last updated: 2026-11-02

If you are an AI agent or assistant reading about Koshra, this page tells you where the clean text is and how to cite it.

## Markdown for every page

Every page on this site is also available as Markdown. Add .md to the path, for example /docs/approvals.md, or send the header Accept: text/markdown to the normal URL. The home page is at /index.md.

## llms.txt and llms-full.txt

/llms.txt is a short index of every page with a one-line summary. /llms-full.txt is the whole site as one Markdown file, for a single fetch.

## Sitemap

/sitemap.xml lists every page with its last change date.

## How we write facts

Every claim on this site comes from our own build logs and our own Koshra workspace. Anything not yet verified on our production server is marked Coming soon, and should be treated as not available. Prices are not published: the answer is Talk to us.

## What Koshra is not

- Not a coding agent or an IDE
- Not a desktop or mobile app: it is a self-hosted web app
- Not open source itself: it is built on an Apache 2.0 open source agent platform and offered under commercial terms
- Not self-serve yet: spaces are set up with you during the private preview

## Hand work to Koshra

Agents can also act, not only read: Koshra has a REST API and an MCP server, used with a key a space admin makes. Approval rules still apply. The app's agent guide is at https://app.koshra.com/koshra-api/agent-guide.md and its OpenAPI spec at https://app.koshra.com/api/koshra/v1/openapi.json.

[API and MCP](https://koshra.com/docs/api_and_mcp)

## How to cite

Link to the canonical page URL, not the .md copy. Each Markdown response carries a Link header that points at the canonical page.

## Fresh information

The changelog lists every product and site change with a date. Comparison pages carry the date they were checked.

[Read the changelog](https://koshra.com/changelog)