# liteLLM — Agent Score

> Score: 67/100 (Grade: D) | Docs: https://docs.litellm.ai/docs/ | Checked: June 11, 2026

liteLLM scored 67/100 (D) on Agent Score. 11 of 23 agent-readiness checks passed.

[View full report](https://buildwithfern.com/agent-score/company/docs-litellm-ai-docs)
[All companies](https://buildwithfern.com/agent-score/llms.txt)

## Summary

- Total checks: 23
- Passed: 11
- Warnings: 2
- Failed: 7

## Category Scores

- page-size: 87/100
- observability: 33/100
- url-stability: 100/100
- authentication: 100/100
- content-structure: 96/100
- markdown-availability: 0/100
- content-discoverability: 59/100

## Check Results

### content-discoverability

- [pass] llms.txt found at https://docs.litellm.ai/llms.txt
- [warn] llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.litellm.ai/llms.txt: No blockquote summary found, No heading-delimited sections found
- [pass] llms.txt is 7,470 characters (under 50,000 threshold)
- [pass] All 2 same-origin links resolve (52 total links)
- [fail] Same-origin links point to HTML and no markdown alternatives detected
- [fail] No llms.txt directive found in HTML of any of 10 sampled pages
- [fail] Could not fetch markdown for any of 10 pages; 10 had no markdown version

### markdown-availability

- [fail] No sampled pages support .md URLs (0/10 tested)
- [fail] Server ignores Accept: text/markdown header (0/10 sampled pages return markdown)

### page-size

- [pass] All 10 sampled pages contain server-rendered content
- [skip] Skipped: dependency check did not pass
- [pass] All 10 sampled pages under 50K chars (median 82K HTML → 15K markdown (83% boilerplate))
- [fail] 4 of 10 sampled pages have content starting past 50% (worst 67%)

### content-structure

- [pass] 8 tab group(s) across 4 of 10 sampled pages; all serialize under 50K chars
- [warn] 1 of 2 page(s) with tab headers don't distinguish between variants
- [pass] All 0 code fences properly closed across 1 pages

### url-stability

- [pass] All 10 sampled pages return proper error codes for bad URLs
- [pass] No redirects detected across 10 sampled pages

### observability

- [fail] llms.txt covers 2/743 sitemap doc pages (0%); 741 missing
- [skip] Skipped: dependency check did not pass
- [pass] All 11 endpoints have appropriate cache headers

### authentication

- [pass] All 10 sampled pages are publicly accessible
- [skip] All docs pages are publicly accessible; no alternative access paths needed