# Intel — API Agent Score

> Score: 91/100 (Grade: A+) | Domain: intel.com | Rubric: 1.0.0 | Checked: November 3, 2026

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

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

## Summary

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

## Category Scores

- API Design: 96/100 (A+)
- Developer Experience: 71/100 (B)
- Agent Discovery: 94/100 (A+)
- Agent Understanding: 92/100 (A+)
- Agent Usability: 100/100 (A+)

## Check Results

### API Design

- [pass] Auth declared & discoverable — The MCP server at https://llmintel.ai/v1/mcp accepts unauthenticated requests, so an agent knows it needs no credentials. Investigated: mcp 100%.
- [warn] Schema coverage & depth — 0/6 (0%) enum-like params are realized as constrained types (not bare strings). Investigated: sdk 86%.
- [pass] Security & governance hygiene — Code is formatter-clean with zero linter errors and zero style warnings. Investigated: sdk 100%, wellknown 100%.
- [pass] Example coverage — README is present and includes a runnable quickstart. Investigated: sdk 100%, docs 0%.
- [skip] Machine-readable, versioned contract — No surface produced evidence for this capability in this run.

### Developer Experience

- [pass] Self-service developer portal — Signup page at https://www.intel.com/content/www/us/en/artificial-intelligence/overview.html (client-rendered, so its contents couldn't be classified); free tier or sandbox is documented in pricing/docs. Investigated: docs 100%.
- [warn] Description completeness — 16/17 operations carry a description. Investigated: sdk 94%.
- [warn] Quickstart present — Quickstart page is reachable at https://www.intel.com/content/www/us/en/developer/overview.html (12 variants scanned) but has no runnable code sample in its HTML or .md variant, so there's nothing to copy and run. Investigated: docs 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] Changelog published — No surface produced evidence for this capability in this run.

### Agent Discovery

- [pass] Docs reachable, not hard auth-gated — All 1 pages are publicly accessible. Investigated: docs 100%.
- [pass] Registry & SDK presence — Indexed on Context7 (intel/llvm, 251117 snippets). Investigated: docs 100%, sdk 100%, cli 100%, wellknown 50%, mcp 0%.
- [warn] llms.txt present, valid & comprehensive — Same-origin links point to HTML and no markdown alternatives detected. Investigated: docs 86%, sdk 0%.
- [warn] Crawlable / AEO — Sitemap has 8 entries but no lastmod values, so crawlers can't tell what changed recently. Investigated: wellknown 75%.

### Agent Understanding

- [pass] Machine-readable errors (RFC 9457) — Single base error "ConfigfsException" with 4 subclasses. Investigated: sdk 100%.
- [pass] Operation purpose clarity — Read/write classification is partial: 5/5 classified (5 read, 0 write). Investigated: sdk 100%.
- [pass] Agent-navigable, token-efficient docs — All 1 pages contain server-rendered content. Investigated: docs 100%.
- [warn] Agent instructions file (AGENTS.md) — No agents.md or skill.md context file found (nice-to-have for agent operation). Investigated: sdk 50%, wellknown 0%.
- [warn] Docs structured data — Only OpenGraph/meta tags across 16 assessed pages — no JSON-LD for AI answer engines to cite. Investigated: docs 50%.
- [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%.
- [pass] Sandbox separation — Sandbox environments are exposed (sandbox). Investigated: sdk 100%.
- [pass] Runnable collection with test scripts — README is present and includes a runnable quickstart. Investigated: sdk 100%, 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

Intel's API program shows strong fundamentals across discovery, design, and agent understanding — partners and their agents can find and parse the API surface without friction. The one meaningful gap is in developer experience: no code samples exist across any sampled documentation pages, meaning partners and coding agents arrive at the docs with no ready-to-use examples to accelerate their first integration. Closing this gap should be the immediate priority, as it directly determines how quickly partners move from evaluation to a working integration.