{"serverId":"mcp-registry/ai.chinamarketing/intelligence","tools":[{"name":"get_brand_visibility_snapshot","fixed":{"name":"get_brand_visibility_snapshot","description":"Generate a China brand visibility snapshot with summary assessment, scored strengths and gaps, and priority actions.","inputSchema":{"type":"object","required":["brand_name"],"properties":{"notes":{"type":"string","description":"Optional analyst notes or campaign context."},"category":{"type":"string","description":"Commercial category or sector."},"brand_name":{"type":"string","description":"Brand or entity to evaluate."},"market_scope":{"type":"string","description":"China-facing scope, platform focus, or audience scope."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":172,"tokensAfter":172},{"name":"get_destination_demand_snapshot","fixed":{"name":"get_destination_demand_snapshot","description":"Generate a China outbound destination demand snapshot with demand direction, notable signals, risk framing, and priority actions.","inputSchema":{"type":"object","required":["destination"],"properties":{"destination":{"type":"string","description":"Destination city, market, or country to evaluate."},"origin_market":{"type":"string","default":"China","description":"Origin market for the demand check."},"travel_window":{"type":"string","description":"Optional YYYY-MM or period label for the check."},"audience_segment":{"type":"string","description":"Optional audience or traveler segment."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":190,"tokensAfter":190},{"name":"get_kol_shortlist","fixed":{"name":"get_kol_shortlist","description":"Generate a decision-ready China KOL shortlist with creator candidates, selection rationale, risk flags, and next steps.","inputSchema":{"type":"object","required":["brand_name","category"],"properties":{"category":{"type":"string","description":"Campaign or product category."},"brand_name":{"type":"string","description":"Brand or campaign owner name."},"campaign_goal":{"type":"string","description":"Optional campaign objective."},"platform_focus":{"type":"array","items":{"type":"string"},"description":"Optional list of preferred platforms."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":173,"tokensAfter":173}],"toolsChanged":3,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}