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MCP Server

ai-visibility

com.lastminutedealshq/ai-visibility
Marketing & Advertising Public & reachable MCP 2026-07-28

What this MCP does

Audits websites for AI-crawler access and readable content, and generates or validates llms.txt and robots.txt files.

Capabilities

Tools

4 tools
check_site
Check a site's AI search visibility: which AI crawlers (OAI-SearchBot, PerplexityBot, GPTBot, ClaudeBot and more) robots.txt allows, whether the homepage ships readable text without JavaScript, and whether an llms.txt exists.
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'A site to check, e.g. example.com or https://example.com'}}}
generate_llms_txt
Generate an llms.txt file from a site's real pages and sitemap.
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'A site to generate an llms.txt for'}, 'credit': {'type': 'boolean', 'description': 'Include a one-line attribution back to this tool. Default true.'}}}
lint_robots_txt
Lint a robots.txt for AI-crawler-specific mistakes. Pass url to fetch it live, or robots_txt to lint pasted text directly.
Input schema 
{'type': 'object', 'properties': {'url': {'type': 'string', 'description': 'A site whose /robots.txt should be fetched and linted'}, 'robots_txt': {'type': 'string', 'description': 'Raw robots.txt text to lint directly, instead of fetching url'}}}
validate_llms_txt
Validate an existing llms.txt against the spec.
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'A site whose /llms.txt should be fetched and validated'}}}
History

Recent tool changes

Added
lint_robots_txt
Sept. 20, 2026, 2:40 a.m.
Added
validate_llms_txt
Sept. 20, 2026, 2:40 a.m.
Added
generate_llms_txt
Sept. 20, 2026, 2:40 a.m.
Added
check_site
Sept. 20, 2026, 2:40 a.m.
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