# Context7 — API Agent Score

> Score: 91/100 (Grade: A+) | Domain: context7.com | Rubric: 1.0.0 | Checked: July 24, 2026

Context7 scored 91/100 (A+), classified "ai-ready".

[View full report](https://www.postman.com/ai/ai-ready-apis/company/context7)
[All organizations](https://www.postman.com/ai/ai-ready-apis/llms.txt)

## Summary

- Overall: 91/100 (A+)
- Classification: ai-ready

## Category Scores

- API Design: 94/100 (A+)
- Developer Experience: 89/100 (A)
- Agent Discovery: 100/100 (A+)
- Agent Understanding: 87/100 (A)
- Agent Usability: 84/100 (A)

## Check Results

### API Design

- [pass] Schema coverage & depth — 6/6 (100%) public params are fully typed (no any/**kwargs). Analyzer confirms all methods have a derivable input schema. Investigated: sdk 100%, spec 75%.
- [pass] Auth declared & discoverable — Authentication required (global or on every operation). Investigated: spec 100%, docs 100%.
- [warn] Machine-readable, versioned contract — info.version="2.0.0" set but no versioning scheme (URL / header / media type) detected. Investigated: spec 75%, docs 50%.
- [pass] Security & governance hygiene — No credential-shaped strings detected in spec. Investigated: spec 100%, wellknown 50%.
- [pass] Example coverage — 99% example coverage across params + responses. Investigated: spec 100%, docs 100%, sdk 100%.

### Developer Experience

- [pass] Self-service developer portal — Signup page at https://context7.com/signup; no free-tier language detected in docs/pricing. Investigated: docs 100%.
- [pass] Code samples in docs — Code samples present on 1/12 pages across 1 language(s); broader multi-language coverage missing. Investigated: docs 100%.
- [pass] Description completeness — 72% description completeness (target 90%+). Investigated: spec 100%, sdk 100%.
- [pass] Changelog published — Newest official SDK activity 0 day(s) ago. Investigated: sdk 100%, spec 0%, docs 0%.
- [warn] Quickstart present — Quickstart page reachable (8 variants scanned starting at https://context7.com/quickstart) but no runnable code sample detected in HTML or .md variant. Investigated: docs 50%.

### Agent Discovery

- [pass] llms.txt present, valid & comprehensive — llms.txt found at 2 locations; using https://context7.com/docs/llms.txt as canonical. Investigated: docs 100%, sdk 0%.
- [pass] Docs reachable, not hard auth-gated — All 1 pages are publicly accessible. Investigated: docs 100%.
- [pass] Registry & SDK presence — Indexed on Context7 (upstash/context7, 1183 snippets). Investigated: docs 100%, cli 100%, sdk 83%.
- [pass] Crawlable / AEO — Docs paths crawlable by all monitored AI agents. Investigated: wellknown 100%.

### Agent Understanding

- [pass] Machine-readable errors (RFC 9457) — 11 distinct 4xx/5xx response codes documented. Investigated: docs 100%, spec 50%, sdk 50%.
- [pass] Operation purpose clarity — 100% of operations have a clear summary + operationId an agent can select on. Investigated: spec 100%.
- [pass] Agent-navigable, token-efficient docs — All 1 pages contain server-rendered content. Investigated: docs 100%.
- [warn] Docs structured data — JSON-LD on 4/10 assessed pages, but coverage is sparse or dateModified is missing. Investigated: docs 50%.
- [fail] Agent instructions file (AGENTS.md) — No AGENTS.md at the site root or /.well-known/. Investigated: wellknown 0%.
- [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%, spec 0%, docs 0%.
- [pass] Rate-limit signaling — 4 distinct rate-limit response headers documented. Investigated: spec 100%, docs 100%.
- [pass] Pagination documented & consistent — pagination documented in the docs site at https://context7.com/pagination. Investigated: docs 100%, spec 50%.
- [warn] Sandbox separation — No test-mode flag or sandbox environment is exposed. Investigated: sdk 50%, spec 0%, docs 0%.
- [fail] Runnable collection with test scripts — No public Postman workspace discovered for the org. Investigated: platform 0%.

## Executive Summary

Context7's API program shows strong fundamentals in design and onboarding, but two gaps stand out as the most urgent threats to partner and agent success: agents lack the structured instructions they need to work autonomously with your APIs, and there is no runnable, test-backed collection for partners to validate integrations against. Closing these two gaps will make Context7's APIs genuinely agent-ready — enabling AI-powered workflows to discover, understand, and execute against your surface without manual intervention or guesswork.