# 10ML — Agent Score

> Score: 59/100 (Grade: F) | Docs: https://10ml.com/perfume-mcp-server | Checked: November 1, 2026

10ML scored 59/100 (F) on Agent Score. 13 of 23 agent-readiness checks passed.

[View full report](https://buildwithfern.com/agent-score/company/10ml-com-perfume-mcp-server)
[All companies](https://buildwithfern.com/agent-score/llms.txt)

## Summary

- Total checks: 23
- Passed: 13
- Warnings: 1
- Failed: 6

## Category Scores

- page-size: 0/100
- observability: 100/100
- url-stability: 0/100
- authentication: 0/100
- content-structure: 0/100
- markdown-availability: 0/100
- content-discoverability: 60/100

## Check Results

### content-discoverability

- [pass] llms.txt found at https://10ml.com/llms.txt
- [pass] llms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
- [fail] llms.txt is 110,725 characters (exceeds 100,000 threshold; will be truncated by most agents)
- [pass] All 1 same-origin links resolve (507 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 1 pages
- [fail] Could not fetch markdown for any of 1 pages; 1 had no markdown version

### markdown-availability

- [fail] No pages support .md URLs (0/1 tested)
- [fail] Server ignores Accept: text/markdown header (0/1 pages return markdown)

### page-size

- [pass] All 1 pages contain server-rendered content
- [skip] Skipped: dependency check did not pass
- [pass] All 1 pages under 50K chars (median 309K HTML → 16K markdown (95% boilerplate))
- [warn] 1 of 1 pages have content starting at 10–50% (worst 12%)

### content-structure

- [pass] No tabbed content detected across 1 pages
- [pass] No tabbed content found; header quality check not applicable
- [pass] All 0 code fences properly closed across 1 pages

### url-stability

- [pass] All 1 pages return proper error codes for bad URLs
- [pass] No redirects detected across 1 pages

### observability

- [pass] llms.txt covers 100% of 1 sitemap doc pages
- [skip] Skipped: dependency check did not pass
- [pass] All 2 endpoints have appropriate cache headers

### authentication

- [pass] All 1 pages are publicly accessible
- [skip] All docs pages are publicly accessible; no alternative access paths needed