Jfrog scores 84/100 (Grade B), passing 15 of 23 checks (65%). The documentation is broadly accessible to AI agents but has 6 areas that could be improved to better serve automated tooling.
# Agent Score Fix Report — Jfrog URL: https://docs.jfrog.com/ Score: 84/100 (Grade B) I need help improving the AI-readiness of the documentation at https://docs.jfrog.com/. Agent Score found 4 failing checks and 2 warnings. ## Failing Checks (4) - [content-discoverability] Llms Txt Size: llms.txt is 511,009 characters (exceeds 100,000 threshold; will be truncated by most agents) - [markdown-availability] Content Negotiation: Server ignores Accept: text/markdown header (0/10 sampled pages return markdown) - [url-stability] Redirect Behavior: 10 JavaScript redirect(s) detected across 10 sampled pages - [observability] Cache Header Hygiene: 10 of 11 endpoints have aggressive caching or missing cache headers ## Warnings (2) - [content-discoverability] Llms Txt Valid: llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.jfrog.com/llms.txt: No blockquote summary found - [observability] Markdown Content Parity: 1 of 10 pages have minor content differences between markdown and HTML ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://docs.jfrog.com/ 2. Implement the specific fix 3. Verify the fix would cause the check to pass ### Common fixes: - **No llms.txt**: Create /llms.txt following https://llmstxt.org — list all doc pages in markdown format - **No .md URL support**: Configure your docs platform to serve pages at equivalent .md URLs (e.g. /docs/quickstart.md) - **No content negotiation**: Return markdown when request includes Accept: text/markdown header - **Large page size**: Reduce nav boilerplate, inline scripts, and repetitive markup - **No sitemap**: Generate /sitemap.xml listing all documentation URLs - **Auth walls**: Ensure docs pages return 200 without requiring login cookies or tokens - **No Last-Modified header**: Configure your server/CDN to include Last-Modified response headers - **Tab content hidden**: Ensure tabbed content is rendered in the HTML (not JS-only) so agents can read all variants ## Run afdocs Locally for More Detail To get deeper visibility into what's failing, run afdocs against your docs: npx afdocs check https://docs.jfrog.com/ --fixes --verbose - **--fixes**: Adds "Fix:" lines to the output for each warn/fail check with actionable remediation steps - **-v, --verbose**: Shows per-page details (specific URLs, character counts, error codes) for checks with issues — useful for per-URL visibility into what's failing
CHECK RESULTS
How your docs scored
markdown-content-parity1 of 10 pages have minor content differences between markdown and HTMLLearn more
llms-txt-coverageNo sitemap found; cannot assess llms.txt coverage without a sitemap as ground truthLearn more
content-negotiationServer ignores Accept: text/markdown header (0/10 sampled pages return markdown)Learn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
llms-txt-sizellms.txt is 511,009 characters (exceeds 100,000 threshold; will be truncated by most agents)Learn more
llms-txt-validllms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.jfrog.com/llms.txt: No blockquote summary foundLearn more
llms-txt-directive-htmlllms.txt directive found in HTML of all 10 sampled pages, near the top of contentLearn more
llms-txt-directive-mdllms.txt directive found in markdown of all 10 sampled pages, near the top of contentLearn more
page-size-htmlAll 10 sampled pages under 50K chars (median 1834K HTML → 20K markdown (99% boilerplate))Learn more
