# Raga — API Agent Score

> Score: 58/100 (Grade: D) | Domain: raga.ai | Rubric: 1.0.0 | Checked: August 19, 2026

Raga scored 58/100 (D), classified "not-ai-ready".

[View full report](https://www.postman.com/ai/ai-ready-apis/company/raga)
[All organizations](https://www.postman.com/ai/ai-ready-apis/llms.txt)

## Summary

- Overall: 58/100 (D)
- Classification: not-ai-ready

## Category Scores

- API Design: 50/100 (D)
- Developer Experience: 76/100 (B)
- Agent Discovery: 92/100 (A+)
- Agent Understanding: 58/100 (D)
- Agent Usability: 40/100 (F)

## Check Results

### API Design

- [warn] Security & governance hygiene — security.txt is present but missing Contact; missing or expired Expires. Investigated: wellknown 50%.
- [fail] Example coverage — No code samples detected across 20 sampled docs pages, so a coding agent gets no ready-to-use examples. Investigated: docs 0%.
- [skip] Machine-readable, versioned contract — No surface produced evidence for this capability in this run.
- [skip] Schema coverage & depth — No surface produced evidence for this capability in this run.
- [skip] Auth declared & discoverable — No surface produced evidence for this capability in this run.

### Developer Experience

- [pass] Self-service developer portal — Signup page at https://raga.ai/signup (client-rendered, so its contents couldn't be classified); free tier or sandbox is documented in pricing/docs. Investigated: docs 100%.
- [pass] Quickstart present — Quickstart at https://docs.raga.ai/ragaai-prism/quickstart has a runnable code sample in its plain-text .md variant (https://docs.raga.ai/ragaai-prism/quickstart.md). Investigated: docs 100%.
- [warn] Changelog published — Newest official SDK activity 188 days ago — drifting from the contract. Investigated: sdk 50%.
- [fail] Code samples in docs — No code samples detected across 20 sampled docs pages, so a coding agent gets no ready-to-use examples. Investigated: docs 0%.
- [skip] Description completeness — No surface produced evidence for this capability in this run.

### Agent Discovery

- [pass] Docs reachable, not hard auth-gated — All 50 sampled pages are publicly accessible. Investigated: docs 100%.
- [pass] Registry & SDK presence — Indexed on Context7 (vibrantlabsai/ragas, 2265 snippets). Investigated: docs 100%, cli 100%, sdk 0%.
- [warn] llms.txt present, valid & comprehensive — llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.raga.ai/llms.txt: No blockquote summary found. Investigated: docs 81%.
- [warn] Crawlable / AEO — Sitemap has 1 entries but no lastmod values, so crawlers can't tell what changed recently. Investigated: wellknown 75%.

### Agent Understanding

- [warn] Agent-navigable, token-efficient docs — 2 of 50 pages have substantive content differences between markdown and HTML (avg 6% missing). Investigated: docs 80%.
- [fail] Agent instructions file (AGENTS.md) — No AGENTS.md at the site root or /.well-known/, so coding agents have no ready-made setup and usage instructions. Investigated: wellknown 0%.
- [fail] Docs structured data — No JSON-LD or OpenGraph/meta tags found across 1 assessed pages (1 JS-rendered), so answer engines have nothing to cite. Investigated: docs 0%.
- [skip] Machine-readable errors (RFC 9457) — No surface produced evidence for this capability in this run.
- [skip] Operation purpose clarity — No surface produced evidence for this capability in this run.
- [skip] Description consistency across surfaces — Only 0 surface description(s) with ≥6 tokens available; need at least 2 to compare.

### Agent Usability

- [fail] Runnable collection with test scripts — No public Postman workspace found for the org, so there's no runnable collection an agent can execute against. Investigated: platform 0%.
- [skip] Idempotency documented — No surface produced evidence for this capability in this run.
- [skip] Rate-limit signaling — No surface produced evidence for this capability in this run.
- [skip] Pagination documented & consistent — No surface produced evidence for this capability in this run.
- [skip] Sandbox separation — No surface produced evidence for this capability in this run.

## Executive Summary

Raga's API discovery infrastructure is a genuine strength — crawlability and documentation discoverability are best-in-class, giving partners a reliable front door. However, two areas are holding the partner program back: the API design and docs surface lacks any code samples or structured metadata, meaning partners and their AI agents land in a dead end with nothing executable to build against; and the agent usability layer is absent, with no runnable collection or agent instruction file for automated workflows. Closing the code-example gap and establishing runnable, agent-ready context should be the immediate priority to convert strong discoverability into real partner activation.