# Render — API Agent Score

> Score: 86/100 (Grade: A) | Domain: render.com | Rubric: 1.0.0 | Checked: July 24, 2026

Render scored 86/100 (A), classified "ai-ready".

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

## Summary

- Overall: 86/100 (A)
- Classification: ai-ready

## Category Scores

- API Design: 100/100 (A+)
- Developer Experience: 79/100 (B)
- Agent Discovery: 94/100 (A+)
- Agent Understanding: 86/100 (A)
- Agent Usability: 74/100 (B)

## Check Results

### API Design

- [pass] Machine-readable, versioned contract — Versioning declared (info.version="1.0.0") and url-versioning detected. Investigated: spec 100%, docs 100%.
- [pass] Auth declared & discoverable — Authentication required (global or on every operation). Investigated: spec 100%, docs 100%.
- [warn] Schema coverage & depth — 42/43 (98%) public params are fully typed (no any/**kwargs). Analyzer reports not all methods have a derivable input schema. Investigated: sdk 100%, spec 67%.
- [pass] Security & governance hygiene — No credential-shaped strings detected in spec. Investigated: spec 100%, wellknown 100%.
- [pass] Example coverage — Code samples in 6 language(s) across docs (top: shell, python, typescript); 5/20 pages have ≥ 2 languages on the same page. Investigated: docs 100%, sdk 100%, spec 0%.

### Developer Experience

- [pass] Self-service developer portal — Signup page at https://dashboard.render.com/register; no free-tier language detected in docs/pricing. Investigated: docs 100%.
- [pass] Code samples in docs — Code samples in 6 language(s) across docs (top: shell, python, typescript); 5/20 pages have ≥ 2 languages on the same page. Investigated: docs 100%.
- [pass] Description completeness — 89% description completeness (target 90%+). Investigated: spec 100%, sdk 0%.
- [pass] Changelog published — changelog documented in the docs site at https://render.com/changelog. Investigated: spec 100%, docs 100%, sdk 100%.
- [fail] Quickstart present — No quickstart/getting-started page found at the conventional paths. Investigated: docs 0%.

### 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 (websites/render, 2467 snippets). Investigated: docs 100%, sdk 100%, cli 100%, mcp 0%, wellknown 0%.
- [warn] llms.txt present, valid & comprehensive — llms.txt contains parseable links but doesn't fully follow the proposed structure: https://render.com/docs/llms.txt: No blockquote summary found. Investigated: docs 88%, sdk 0%.
- [warn] Crawlable / AEO — Sitemap present (3 entries) but carries no lastmod values. Investigated: wellknown 75%.

### Agent Understanding

- [pass] Machine-readable errors (RFC 9457) — 11 distinct 4xx/5xx response codes documented. Investigated: docs 100%, sdk 100%, spec 50%.
- [pass] Operation purpose clarity — 98% of operations have a clear summary + operationId an agent can select on. Investigated: spec 100%.
- [warn] Agent-navigable, token-efficient docs — 1 of 50 pages have substantive content differences between markdown and HTML (avg 2% missing). Investigated: docs 70%.
- [pass] Agent instructions file (AGENTS.md) — Agent instructions file found at https://render.com/AGENTS.md. Investigated: wellknown 100%.
- [warn] Docs structured data — JSON-LD on 5/19 assessed pages, but coverage is sparse or dateModified is missing. Investigated: docs 50%.
- [warn] Description consistency across surfaces — Mean pairwise description similarity across 2 surfaces (spec, docs) is 5% (threshold 35% for full credit).

### Agent Usability

- [pass] Idempotency documented — Built-in retry machinery is present (grep-derived). Investigated: sdk 100%, spec 0%, docs 0%.
- [pass] Pagination documented & consistent — Pagination params detected on 59 list endpoint(s). Investigated: spec 100%, docs 100%.
- [pass] Sandbox separation — sandbox documented in the docs site at https://render.com/blog/a-sandbox-doesn-t-constrain-an-api-key-what-polsia-learned-running-autonomous-companies-on. Investigated: spec 100%, docs 100%, sdk 50%.
- [fail] Rate-limit signaling — No rate-limit response headers documented. Investigated: spec 0%, docs 0%.
- [fail] Runnable collection with test scripts — No public Postman workspace discovered for the org. Investigated: platform 0%.

## Executive Summary

Render's API program scores exceptionally well on design, discovery, and documentation quality — partners and agents can find and read the API surface with confidence. The two areas that need immediate attention are runnable truth and onboarding speed: partners and their AI agents lack executable, test-backed collections to validate real workflows, and there is no quickstart to compress the time from first look to first successful call. Fixing these two gaps will unblock self-serve partner adoption and give agents the concrete context they need to integrate without guessing.