Is github.com AI agent ready? C · 55/100

github.com

Framework unknown
https://github.com/
C55 / 100
Grade C · Level 3GovernedFair — agents can find you, but a lot is left on the table.

Scan history · 5 public scans of github.com

WhenScoreGradeSnapshot
Sep 1, 2026, 8:14 PMb33ebd5f55/100CView →
Aug 7, 2026, 12:27 PM1a6404e044/100DView →
Aug 1, 2026, 8:07 PM3f5c274242/100DView →
Aug 1, 2026, 8:05 PM4ad57f7142/100DView →
Jun 23, 2026, 12:16 PM27029f7733/100FView →
6 checks need fixing

4 failed · 2 partial out of 11 that apply to your site.

See top fixes

Fix automatically with AIScan

6 open checks (4 failing) can be handed to an AI agent: D1, D2, C1, C3, B2, E5. Pick one route — each returns the full, check-by-check instructions.

Option A — Agent Skill (any runtime)
npx add-skill https://aiscan.site/aiscan-skill.json

Then ask your agent: “Fix the failing AI readiness checks for https://github.com/.

Option B — Claude Code (CLAUDE.md)
curl -o CLAUDE.md https://aiscan.site/CLAUDE.md

Drop it in your project root, then ask Claude Code to fix the failing AIScan checks.

Option C — MCP client
https://aiscan.site/api/mcp

Tools: scan_website, get_fixes, get_grade. Call get_fixes { "url": "https://github.com/" }.

Option D — REST API
curl -s 'https://aiscan.site/api/public/scan?url=https%3A%2F%2Fgithub.com%2F'

Returns every check with its complete fix guide.

Verify: Re-scan at https://aiscan.site after applying fixes, or run npx aiscan-cli https://github.com/. Individual checks that need a specific probe list it in their own guide.

Quick Wins

Top 3 fixes ranked by score impact

  • 01Fail

    Markdown content negotiation

    +8 pts if fixed

    Serve text/markdown when the client sends Accept: text/markdown, or publish /index.md.

    See full details
  • 02Fail

    Explicit AI bot rules

    +5 pts if fixed

    Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.

    See full details
  • 03Fail

    XML sitemap

    +4 pts if fixed

    Publish /sitemap.xml and reference it in robots.txt.

    See full details
Hand-off prompt for your coding agent6 issues
# Agent-readiness remediation brief

Site: https://github.com/
Platform: unknown (0% confidence)
AIScan score: 55/100 — Level 3 (Governed)
Rubric: v2026.08.2

## Failing checks (sorted by weight)
- **[C1] Markdown content negotiation** — FAIL
  - Evidence: Accept: text/markdown → 406 (text/html; charset=utf-8)
  - Fix: Serve text/markdown when the client sends Accept: text/markdown, or publish /index.md.
- **[D1] robots.txt present & sane** — PARTIAL
  - Evidence: 200 OK, 2274 bytes
  - Fix: Serve a non-blocking /robots.txt that references your Sitemap.
- **[B2] Explicit AI bot rules** — FAIL
  - Evidence: 0 known AI agent(s) addressed in robots.txt
  - Fix: Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
- **[D2] XML sitemap** — FAIL
  - Evidence: no /sitemap.xml or /sitemap_index.xml resolved
  - Fix: Publish /sitemap.xml and reference it in robots.txt.
- **[C3] Structured HTML (title, meta, JSON-LD, single H1)** — PARTIAL
  - Evidence: h1: 1, title: true, meta description: true, JSON-LD: false
  - Fix: Ensure a single <h1>, <title>, meta description, and schema.org JSON-LD.
- **[E5] Content feed (RSS / Atom / JSON Feed)** — FAIL
  - Evidence: no RSS, Atom or JSON Feed found at the conventional paths
  - Fix: Publish an RSS, Atom, or JSON Feed of new content and declare it in <head> with <link rel="alternate" type="application/rss+xml">. Feeds give agents a cheap, dated changelog of your site that a sitemap doesn't.

## General guidance
- Static-first: `robots.txt`, `llms.txt`, `/.well-known/*` JSON cards.
- Markdown negotiation: serve `text/markdown` when requested via `Accept` header or `?format=md`.
- Bot access: explicit allow/deny per AI user-agent (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, Bytespider, Amazonbot, CCBot, meta-externalagent, cohere-ai, Diffbot).
- Capabilities: publish an MCP server card and (optionally) an Agent Skills manifest even if the runtime isn't live — discovery first.
- Re-scan at aiscan.site after deploying.

How this score is calculated

Every check earns points against a weight. We divide the points you earned by the points that actually apply to a site like yours — so checks that don't apply never drag you down.

Essential
19 / 31 pts

Baseline every site should meet.

Recommended
9 / 20 pts

Strong signals most sites benefit from.

Bonus earned
0 signals

Emerging standards. Can only add points.

Not counted (7): B1, B3, P1, P2, P3, P4, E2 — either not applicable to this site profile or optional and not yet adopted. Expand any check to see the exact evidence we based it on.

Discoverability

71

Can agents find your pages? robots, sitemaps, llms.txt.

311
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · D2

    What we found

    no /sitemap.xml or /sitemap_index.xml resolved

    How to fix it

    Publish /sitemap.xml and reference it in robots.txt.

    Generate a sitemap

    Most frameworks have a built-in sitemap generator (Next.js: app/sitemap.ts, TanStack: a route at /sitemap.xml). Publish all public URLs.

    Reference it in robots.txt

    Sitemap: https://yoursite.com/sitemap.xml

Content

52

Can agents read your content cleanly? Markdown, structured data.

212
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · C1

    What we found

    Accept: text/markdown → 406 (text/html; charset=utf-8)

    How to fix it

    Serve text/markdown when the client sends Accept: text/markdown, or publish /index.md.

    Serve text/markdown on Accept negotiation

    When a client sends Accept: text/markdown, return a markdown rendering of the same content. The simplest path is to publish parallel .md files (e.g. /about/about.md) and rewrite based on the Accept header.

    Test it

    curl -H "Accept: text/markdown" https://yoursite.com/
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · E5

    What we found

    no RSS, Atom or JSON Feed found at the conventional paths

    How to fix it

    Publish an RSS, Atom, or JSON Feed of new content and declare it in <head> with <link rel="alternate" type="application/rss+xml">. Feeds give agents a cheap, dated changelog of your site that a sitemap doesn't.

    Publish a feed

    RSS, Atom, or JSON Feed — any of them gives agents a cheap, dated changelog of new content that a sitemap can't.

    Declare it in <head>

    <link rel="alternate" type="application/rss+xml" title="Blog" href="/feed.xml" />

    Keep dates accurate

    Each item needs a real publish date; that's the freshness signal agents actually use.

Bot Access

0

Are AI crawlers explicitly allowed or blocked?

1
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · B2

    What we found

    0 known AI agent(s) addressed in robots.txt

    How to fix it

    Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.

    Add explicit User-agent blocks

    Don't rely on User-agent: * alone. Address each major AI crawler so your policy is unambiguous.

    Recommended block

    User-agent: GPTBot
    Allow: /
    
    User-agent: ClaudeBot
    Allow: /
    
    User-agent: PerplexityBot
    Allow: /
    
    User-agent: Google-Extended
    Allow: /
    
    User-agent: Applebot-Extended
    Allow: /
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