# ScraperAPI — API Agent Score

> Score: 75/100 (Grade: B) | Domain: scraperapi.com | Rubric: 1.0.0 | Checked: July 24, 2026

ScraperAPI scored 75/100 (B), classified "partially-ready".

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

## Summary

- Overall: 75/100 (B)
- Classification: partially-ready

## Category Scores

- API Design: 75/100 (B)
- Developer Experience: 100/100 (A+)
- Agent Discovery: 94/100 (A+)
- Agent Understanding: 50/100 (D)
- Agent Usability: 72/100 (B)

## Check Results

### API Design

- [pass] Schema coverage & depth — 11/11 (100%) public params are fully typed (no any/**kwargs). Analyzer confirms all methods have a derivable input schema. Investigated: sdk 100%.
- [pass] Example coverage — Code samples in 7 language(s) across docs (top: python, javascript, php); 6/20 pages have ≥ 2 languages on the same page. Investigated: docs 100%, sdk 100%.
- [fail] Security & governance hygiene — No security.txt at /.well-known/security.txt or /security.txt. Investigated: wellknown 0%.
- [skip] Machine-readable, versioned contract — 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://dashboard.scraperapi.com/signup; no free-tier language detected in docs/pricing. Investigated: docs 100%.
- [pass] Quickstart present — Quickstart at https://docs.scraperapi.com/getting-started/overview has a runnable sample in the .md variant (https://docs.scraperapi.com/getting-started/overview.md). Investigated: docs 100%.
- [pass] Code samples in docs — Code samples in 7 language(s) across docs (top: python, javascript, php); 6/20 pages have ≥ 2 languages on the same page. Investigated: docs 100%.
- [pass] Description completeness — 4/4 operations carry a description. Investigated: sdk 100%.
- [pass] Changelog published — Newest official SDK activity 6 day(s) ago. Investigated: sdk 100%.

### 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/scraperapi, 1990 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://docs.scraperapi.com/llms.txt: No blockquote summary found. Investigated: docs 88%, sdk 0%.
- [warn] Crawlable / AEO — Sitemap present (1 entries) but carries no lastmod values. Investigated: wellknown 75%.

### Agent Understanding

- [warn] Agent-navigable, token-efficient docs — 7 of 50 pages have substantive content differences between markdown and HTML (avg 9% missing). Investigated: docs 56%.
- [fail] Agent instructions file (AGENTS.md) — No AGENTS.md at the site root or /.well-known/. Investigated: wellknown 0%.
- [fail] Docs structured data — Neither JSON-LD nor OpenGraph/meta tags detected across 1 assessed pages (1 JS-rendered). 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 1 surface description(s) with ≥6 tokens available; need at least 2 to compare.

### Agent Usability

- [pass] Idempotency documented — Built-in retry machinery is present (grep-derived). Investigated: sdk 100%.
- [warn] Sandbox separation — No test-mode flag or sandbox environment is exposed. Investigated: sdk 50%.
- [fail] Runnable collection with test scripts — No public Postman workspace discovered for the org. Investigated: platform 0%.
- [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.

## Executive Summary

ScraperAPI's discoverability is a clear strength — agents and partners can find the APIs with minimal friction. However, the program has two critical gaps that will slow or block partner and agent adoption: docs and contracts lack the structured, machine-readable context that AI agents need to understand and act on the API without guesswork, and there is no runnable, test-backed collection giving partners and their agents verified, executable truth. Prioritize making the API surface agent-readable and executable first, then close the remaining security hygiene and agent instruction gaps to build long-term partner trust.