{"name":"ai-visibility-checker","displayName":"AI Visibility Checker","description":"Check whether ChatGPT/Perplexity/Google AI Overviews recommend a brand, and audit a site's AI-agent readiness. Free MCP tools.","transport":"streamable-http","protocol":"MCP JSON-RPC 2.0","url":"https://aivisibility.agentexchange.work/mcp","homepage":"https://aivisibility.agentexchange.work","tools":[{"name":"check_ai_visibility","title":"Check AI Visibility","description":"Check whether AI assistants (ChatGPT, Perplexity, Google AI Overviews) recommend a brand when buyers ask for recommendations in its category. Returns an AI Visibility Score (0-100), how often the brand is named across real buyer questions, and which competitor brands the AI names instead. Free.","inputSchema":{"type":"object","properties":{"brand":{"type":"string","description":"Brand or company name to check."},"category":{"type":"string","description":"Category buyers ask AI about, e.g. 'project management software'."},"url":{"type":"string","description":"Optional website URL to improve the audit."},"market":{"type":"string","description":"Optional market: us, uk, jp, kr, de, fr, es, br, in. Default us."}},"required":["brand","category"]},"outputSchema":{"type":"object","properties":{"brand":{"type":"string"},"category":{"type":"string"},"market":{"type":"string"},"score":{"type":"number","description":"AI Visibility Score 0-100"},"mentions":{"type":"number"},"total":{"type":"number"},"mentionRate":{"type":"number"},"competitors":{"type":"array","items":{"type":"string"},"description":"Brands AI names instead"},"reportUrl":{"type":"string"}}},"annotations":{"readOnlyHint":true,"openWorldHint":true,"destructiveHint":false},"_meta":{"openai/outputTemplate":"ui://widget/visibility-score.html","ui":{"resourceUri":"ui://widget/visibility-score.html","visibility":["model","app"]},"openai/toolInvocation/invoking":"Asking AI models about this category…","openai/toolInvocation/invoked":"AI visibility check complete.","openai/widgetDescription":"AI Visibility Score card with competitor share-of-voice."}},{"name":"check_agent_readiness","title":"Check Agent Readiness","description":"Audit whether a website is ready for AI shopping/research AGENTS to discover and use it: AI-crawler access (GPTBot/ClaudeBot/PerplexityBot), llms.txt, schema.org structured data, and a /.well-known agent manifest. Returns a 0-100 agent-readiness score with specific gaps. Free.","inputSchema":{"type":"object","properties":{"url":{"type":"string","description":"Website URL to audit (https://...)."}},"required":["url"]},"annotations":{"readOnlyHint":true,"openWorldHint":true,"destructiveHint":false},"_meta":{"openai/toolInvocation/invoking":"Auditing the site for AI-agent readiness…","openai/toolInvocation/invoked":"Agent-readiness audit complete."}}],"usage":"POST application/json — methods: initialize, tools/list, tools/call","claude_desktop":{"mcpServers":{"ai-visibility":{"url":"https://aivisibility.agentexchange.work/mcp"}}}}