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MentionedOn Discovery Evidence Tools

com.mentioned-on/ai-discovery-readiness · v1.0.0

Measured by MCP Station

Description written by the publisher, not verified

Assess AI-discovery readiness, plan visibility fixes, and summarize scan evidence. Read-only.

Connect

claude mcp add --transport http ai-discovery-readiness https://mentioned-on.com/mcp

{
  "mcpServers": {
    "ai-discovery-readiness": {
      "url": "https://mentioned-on.com/mcp"
    }
  }
}

Tools as reported by the server

• analyze_discovery_readiness
  Score caller-supplied website and business discovery signals. This tool does not fetch the website, run an AI scan, persist data, or verify inclusion in any AI product.
• build_visibility_action_plan
  Prioritize fixes from caller-supplied findings using a deterministic rubric. This tool does not edit a website, contact third parties, persist data, or promise rankings or mentions.
• summarize_scan_evidence
  Calculate mention and business-citation rates from caller-supplied captures. This tool does not call AI providers, fetch URLs, persist data, or establish current inclusion beyond the supplied observations.
• list_monitored_businesses
  List businesses owned by your connected MentionedOn account and their monitoring/setup status. Start here when the user asks how their business appears in AI answers. Returns a setup link for an empty account. No scan, subscription or charge is started.
• get_visibility_report
  Read a business's latest saved AI capture, competitors, source links and up to 30 prior snapshots. Compare scores only when saved model, prompt and capture recipes match and both captures are complete. Reports provider gaps and timestamps. This does not query models or establish current consumer-app
• get_website_fixes
  Read the current revision, source observations, confirmed facts, proposed schema/copy and installation checks for an owned business. No website is fetched or changed.
• inspect_business_website
  Fetch the saved business website with bounded public HTML requests and save candidate facts with source receipts. Requires a paid or trial monitoring slot and explicit authorization. Pass the exact current revision. Existing draft content is preserved: start a new inspection only before confirming f
• draft_website_fixes
  Generate and save reviewable business schema, website copy and a business-profile description from facts the user explicitly confirms. Inspect first, preserve the exact revision, and never invent missing business facts. No model spend, external publication or messages.
• verify_website_fixes
  Compare saved, reviewed schema and text against a page on the same owned business website. Save dated found/not-found/unknown checks against the exact artifact revision. Requires authorization and an entitled monitoring slot. Installation checks do not prove a visibility improvement.

Tool changes

• 2026-10-22: analyze_discovery_readiness, build_visibility_action_plan, summarize_scan_evidence, list_monitored_businesses, get_visibility_report, get_website_fixes, inspect_business_website, draft_website_fixes, verify_website_fixes
• 2026-10-16: analyze_discovery_readiness, build_visibility_action_plan, summarize_scan_evidence

Website · JSON · Text for agents · Registry updated 2026-09-21