{"name":"ai-visibility-checker","displayName":"AI Visibility Checker","description":"Free, read-only representative AI-visibility and public-site agent-readiness checks. Results are estimates, not rankings from ChatGPT, OpenAI, or another named assistant.","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":"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.","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":"Other brands named in the representative sample"},"topFixes":{"type":"array","items":{"type":"object","properties":{"title":{"type":"string"},"why":{"type":"string"}}},"description":"Up to three practical public-site improvements"},"disclaimer":{"type":"string"},"dataUseNotice":{"type":"string"}}},"annotations":{"readOnlyHint":true,"openWorldHint":true,"destructiveHint":false},"_meta":{"openai/outputTemplate":"ui://widget/visibility-score-v1.html","ui":{"resourceUri":"ui://widget/visibility-score-v1.html","visibility":["model","app"]},"openai/toolInvocation/invoking":"Asking AI models about this category…","openai/toolInvocation/invoked":"AI visibility check complete.","openai/widgetDescription":"Read-only representative AI Visibility Score card with named competitors and top fixes."}},{"name":"check_agent_readiness","title":"Check Agent Readiness","description":"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.","inputSchema":{"type":"object","properties":{"url":{"type":"string","description":"Website URL to audit (https://...)."}},"required":["url"]},"outputSchema":{"type":"object","properties":{"kind":{"type":"string"},"url":{"type":"string"},"score":{"type":"number"},"blocked":{"type":"array","items":{"type":"string"}},"checks":{"type":"array","items":{"type":"object"}},"disclaimer":{"type":"string"},"dataUseNotice":{"type":"string"}}},"annotations":{"readOnlyHint":true,"openWorldHint":true,"destructiveHint":false},"_meta":{"openai/outputTemplate":"ui://widget/visibility-score-v1.html","ui":{"resourceUri":"ui://widget/visibility-score-v1.html","visibility":["model","app"]},"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"}}}}