# Cisco — API Agent Score

> Score: 56/100 (Grade: D) | Domain: cisco.com | Rubric: 1.0.0 | Checked: July 24, 2026

Cisco scored 56/100 (D), classified "not-ai-ready".

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

## Summary

- Overall: 56/100 (D)
- Classification: not-ai-ready

## Category Scores

- API Design: 94/100 (A+)
- Developer Experience: 40/100 (F)
- Agent Discovery: 60/100 (C)
- Agent Understanding: 58/100 (D)
- Agent Usability: 43/100 (F)

## Check Results

### API Design

- [pass] Schema coverage & depth — 100% of operations have documented request and response schemas. Investigated: spec 100%, sdk 100%.
- [pass] Auth declared & discoverable — Authentication required (global or on every operation). Investigated: spec 100%, docs 100%.
- [warn] Machine-readable, versioned contract — info.version="1.0.0" 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 100%.
- [pass] Example coverage — README is present and includes a runnable quickstart. Investigated: sdk 100%, spec 0%.

### Developer Experience

- [fail] Self-service developer portal — No signup page detected across conventional paths (/signup, /sign-up, /register, /get-started, /console/signup, /dashboard/signup, /try, /try-free, /free, /free-trial, /start, /start-free). Investigated: docs 0%.
- [fail] Description completeness — 50% description completeness. Investigated: spec 0%.
- [fail] Changelog published — No changelog URL or mention found in spec metadata. Investigated: spec 0%, docs 0%.
- [skip] Quickstart present — No surface produced evidence for this capability in this run.
- [skip] Code samples in docs — No surface produced evidence for this capability in this run.

### Agent Discovery

- [pass] Registry & SDK presence — Indexed on Context7 (websites/developer_cisco_finesse, 19054 snippets). Investigated: docs 100%, sdk 58%, cli 0%.
- [warn] Crawlable / AEO — Sitemap present (1 entries) but carries no lastmod values. Investigated: wellknown 50%.
- [fail] llms.txt present, valid & comprehensive — No /llms-full.txt found at the candidate origins. Investigated: docs 0%, sdk 0%.
- [skip] Docs reachable, not hard auth-gated — No surface produced evidence for this capability in this run.

### Agent Understanding

- [pass] Machine-readable errors (RFC 9457) — Only 2 distinct 4xx/5xx codes documented (plus 0 "default" catch-all responses). Investigated: docs 100%, spec 50%.
- [fail] Operation purpose clarity — 0% of operations are agent-inferable. Investigated: spec 0%.
- [fail] Agent instructions file (AGENTS.md) — No AGENTS.md at the site root or /.well-known/. Investigated: wellknown 0%.
- [skip] Agent-navigable, token-efficient docs — No surface produced evidence for this capability in this run.
- [skip] Docs structured data — 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

- [warn] Sandbox separation — No test-mode flag or sandbox environment is exposed. Investigated: sdk 50%.
- [fail] Idempotency documented — No built-in retry machinery was found; transient failures are not retried. Investigated: sdk 0%.
- [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%.
- [skip] Pagination documented & consistent — No surface produced evidence for this capability in this run.

## Executive Summary

Cisco's API program stands out for its machine-readable contract — a strong foundation that partners and agents can build against with confidence. However, the partner onboarding experience is the most urgent risk: there is no self-service developer portal, descriptions are incomplete, and there is no published changelog, meaning partners cannot evaluate, integrate, or stay current without direct engagement. Compounding this, agents cannot reliably discover, understand, or safely operate Cisco's APIs due to missing discovery files, unclear operation semantics, absent agent guidance, and undocumented reliability behaviors. Prioritizing a self-service portal with agent-ready discovery and runnable, reliability-documented collections will unlock partner-led growth and AI-assisted integration at scale.