MCP-Server

AI Visibility Checker

work.agentexchange.aivisibility/ai-visibility-mcp
Marketing & Werbung Öffentlich und erreichbar MCP 2026-07-28

Was dieses MCP kann

Audits website readiness for AI agents and estimates brand visibility in AI-generated recommendations.

check_agent_readiness
Check Agent Readiness
Read-only audit of whether a public website is ready for AI agents: crawler access, llms.txt, structured data, discovery files, and metadata. Returns a 0-100 score and specific gaps. Free.
Nur Lesen Externer Zugriff
Eingabeschema
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Website URL to audit (https://...).'}}}
Ausgabeschema
{'type': 'object', 'properties': {'url': {'type': 'string'}, 'kind': {'type': 'string'}, 'score': {'type': 'number'}, 'checks': {'type': 'array', 'items': {'type': 'object'}}, 'blocked': {'type': 'array', 'items': {'type': 'string'}}, 'disclaimer': {'type': 'string'}, 'dataUseNotice': {'type': 'string'}}}
check_ai_visibility
Check AI Visibility
Read-only estimate of brand visibility in a representative large-language-model buyer-prompt sample. It is not a measurement or ranking from ChatGPT, OpenAI, or any named assistant. Returns a 0-100 proxy score, named competitors, and top fixes. Free.
Nur Lesen Externer Zugriff
Eingabeschema
{'type': 'object', 'required': ['brand', 'category'], 'properties': {'url': {'type': 'string', 'description': 'Optional website URL to improve the audit.'}, 'brand': {'type': 'string', 'description': 'Brand or company name to check.'}, 'market': {'type': 'string', 'description': 'Optional market: us, uk, jp, kr, de, fr, es, br, in. Default us.'}, 'category': {'type': 'string', 'description': "Category buyers ask AI about, e.g. 'project management software'."}}}
Ausgabeschema
{'type': 'object', 'properties': {'brand': {'type': 'string'}, 'score': {'type': 'number', 'description': 'AI Visibility Score 0-100'}, 'total': {'type': 'number'}, 'market': {'type': 'string'}, 'category': {'type': 'string'}, 'mentions': {'type': 'number'}, 'topFixes': {'type': 'array', 'items': {'type': 'object', 'properties': {'why': {'type': 'string'}, 'title': {'type': 'string'}}}, 'description': 'Up to three practical public-site improvements'}, 'disclaimer': {'type': 'string'}, 'competitors': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Other brands named in the representative sample'}, 'mentionRate': {'type': 'number'}, 'dataUseNotice': {'type': 'string'}}}
Hinzugefügt
check_agent_readiness
17. September 2026 12:55
Hinzugefügt
check_ai_visibility
17. September 2026 12:55