AgentProbe
callforpaper.org
58/ 100
8.7s·6/12 passed·4/18/2026

Access

Whether AI bots can actually reach your content

67
▲

AI Bot Access

Partial

2/3 AI bots appear blocked: GPTBot, ClaudeBot.

✓

JS Independence

Pass

Rich text content (5435 chars) and 40 heading(s) available without JavaScript.

▲

Performance

Partial

Response time: 1524ms.

Agent-Native

Support for agent-specific protocols and formats

0
✗

Markdown Support

Fail

No markdown content negotiation support detected.

✗

MCP Protocol

Fail

No MCP (Model Context Protocol) configuration found.

✗

Structured API

Fail

No structured API or OpenAPI specification detected.

Discovery

How easily AI agents can find and understand your site

75
✓

llms.txt

Pass

llms.txt found with proper title format and links to resources.

✓

robots.txt AI Bot Rules

Pass

robots.txt found. All 8 AI bots are allowed.

✓

XML Sitemap

Pass

sitemap.xml found. Sitemap index found with 7 entries.

✗

AI Manifest

Fail

No AI manifest files found (.well-known/ai-plugin.json or .well-known/mcp.json).

Metadata

Structured data and metadata quality

100
✓

Schema.org

Pass

Found 1 JSON-LD block(s) with standard types: WebSite.

✓

HTML Metadata

Pass

All key HTML metadata present.

Recommendations

4 suggestions
1

Add a /.well-known/ai-plugin.json or mcp.json to declare AI capabilities.

2

Support content negotiation for text/markdown to serve agent-friendly content.

3

Consider implementing MCP (Model Context Protocol) for richer AI integration.

4

Expose an OpenAPI/Swagger spec so AI agents can discover your API endpoints.

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