# MilkStraw AI

> Probe-verified (tier 2 of 3). Last checked 2026-08-23. 4 of 5 capability checks passed.

- host: docs.milkstraw.ai
- url: https://docs.milkstraw.ai/
- category: cloud cost optimization platform
- type: documentation
- language: en

## Probe-verified · tier 2 of 3

Probed live on 2026-08-23 against rubric v1. 4 of 5 checks passed.

- PASS — Markdown negotiation
- PASS — Markdown twin at a predictable URL
- PASS — llms.txt
- fail — API catalog
- PASS — MCP server answers

MCP tools (from tools/list on 2026-08-23, served from milkstrawai-46.main-kill-isr.mintlify.me): search_milk_straw_ai, query_docs_filesystem_milk_straw_ai, submit_feedback

## Unverified actions

Read from the page's own content, with the wording each was drawn from. Inference is kept separate from tested facts; an agent completing the action is tier 3.

- **read** — "Get your questions answered" → `https://docs.milkstraw.ai/faq`
- **read** — "Check out our showcase of our favorite customers" → `https://docs.milkstraw.ai/examples`
- **read** — "Get your account set up in a few mins" → `https://docs.milkstraw.ai/quickstart`
- **read** — "Monitoring your usage to find savings opportunities" → `https://docs.milkstraw.ai/identify-savings`
- **read** — "performance-based billing" → `https://docs.milkstraw.ai/billing`
- **read** — "All AWS services that support commitment-based savings." → `https://docs.milkstraw.ai/supported-services`
- **download** — "Fetch the complete documentation index at: https://docs.milkstraw.ai/llms.txt" → `https://docs.milkstraw.ai/llms.txt`

## Summary

MilkStraw AI provides documentation for a cloud cost optimization platform focusing on AWS services and billing.

## Context

3 sites in this index share the category "cloud cost optimization platform"; 0 are transactional.

## How we grade

- tier 1 — **Declared**: The site says agents are welcome in its robots.txt. A permission, not a capability.
- tier 2 — **Probe-verified** (this site): We fetched the site and tested each signal ourselves. Dated, repeatable, re-checked on a schedule.
- tier 3 — **Behaviourally verified**: An agent completed the action end to end — booked, bought, submitted — and it worked.

## About this record

Known-Good probes sites live and publishes what was tested and when.
Method: https://knowngood.sh/about.md · Rubric: https://knowngood.sh/benchmark