{"server":"io.github.ryanyang828/listinggood","count":8,"tools":[{"name":"agent_ready_check","title":null,"description":"Score whether a product listing is Agent-Ready for AI shopping agents (ACP/UCP era).\n\n    Platform-agnostic: works for Amazon, Shopify, Walmart, TikTok Shop or any storefront that\n    AI shopping assistants may read. Use it when a user asks whether their product will be\n    found, recommended, or auto-purchased by an AI agent.\n\n    Fully local, deterministic rule engine — no API key, no credits, no network call. Returns\n    four dimensions: structured attributes, entity clarity, trust & compliance, and agent\n    actionability, plus ranked fixes.\n\n    Args:\n        text: raw product copy — title plus bullets/description (required).\n        platform: amazon | shopify | walmart | tiktok | generic | auto (default auto-detected).\n        lang: en or zh for the report language (default en).","input_schema":{"type":"object","title":"agent_ready_checkArguments","required":["text"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"text":{"type":"string","title":"Text"},"platform":{"type":"string","title":"Platform","default":"auto"}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":true,"open_world_hint":false,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"ai_readiness_check","title":null,"description":"Score how likely Amazon's AI (Rufus, COSMO) is to recommend a listing.\n\n    Free, deterministic, rule-based check on pasted listing copy (title, bullets, description).\n    Returns a compliance health score, an AI-readability score, and a combined AI Recommendation\n    Readiness Score (compliance * 0.55 + readability * 0.45) with actionable suggestions.\n\n    Use this as a fast baseline BEFORE generating or editing a listing. Do NOT use it for a full\n    compliance report - use compliance_scan for the deep knowledge-base audit. Free, read-only,\n    no API key required, no credits deducted.\n\n    Args:\n        text: raw listing title + bullets + description (required).\n        marketplace: marketplace code, US/DE/ES/FR/IT/JP/AE/SA/UK (default US).\n        lang: zh or en (default en).\n        email: optional lead email for a confirmation message and lead capture.","input_schema":{"type":"object","title":"ai_readiness_checkArguments","required":["text"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"text":{"type":"string","title":"Text"},"email":{"type":"string","title":"Email","default":""},"marketplace":{"type":"string","title":"Marketplace","default":"US"}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"analyze_review","title":null,"description":"Analyze a negative Amazon review for root cause and a suggested response (async; 2 credits).\n\n    Extracts the underlying issue from a critical review and drafts a brand-appropriate response\n    angle. Use this after a negative review appears, to decide how to reply. Do NOT use it to\n    generate a listing or an appeal - use generate_listing or generate_poa for those. Read-only;\n    deducts 2 credits; runs asynchronously, poll for the result.\n\n    Args:\n        text: the negative review text (required).\n        marketplace: marketplace code (default US).\n        lang: zh or en (default en).","input_schema":{"type":"object","title":"analyze_reviewArguments","required":["text"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"text":{"type":"string","title":"Text"},"marketplace":{"type":"string","title":"Marketplace","default":"US"}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"compliance_check","title":null,"description":"Quick pre-publish compliance gate before generating a listing.\n\n    Fast, free scan for obvious red-line words and category risks. Returns a shallow\n    pass/fail-style result, not a full audit.\n\n    Use this as a cheap pre-check right before generation. Do NOT use it for a complete risk\n    report - use compliance_scan for the deep knowledge-base audit. Read-only; requires an API\n    key; no credits deducted.\n\n    Args:\n        text: listing copy (required).\n        lang: zh or en (default en).\n        category: optional category hint, e.g. electronics or apparel.","input_schema":{"type":"object","title":"compliance_checkArguments","required":["text"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"text":{"type":"string","title":"Text"},"category":{"type":"string","title":"Category","default":""}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"compliance_scan","title":null,"description":"Deep knowledge-base compliance audit (async; 2 credits).\n\n    Produces a thorough, written risk report covering prohibited words, IP, category\n    mismatches, GPSR and more, backed by a private 15-year compliance knowledge base.\n\n    Use this when you need a complete, actionable compliance report. Do NOT use it for a quick\n    pre-publish check - use compliance_check for that. Read-only; deducts 2 credits; runs\n    asynchronously, poll for the result.\n\n    Args:\n        text: listing title/bullets/description (required).\n        marketplace: marketplace code (default US).\n        category: optional category hint.\n        lang: zh or en (default en).\n        images: optional list of up to 5 data:image base64 strings, each < 4MB.","input_schema":{"type":"object","title":"compliance_scanArguments","required":["text"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"text":{"type":"string","title":"Text"},"images":{"type":"array","items":{},"title":"Images","default":null},"category":{"type":"string","title":"Category","default":""},"marketplace":{"type":"string","title":"Marketplace","default":"US"}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"fill_from_sentence","title":null,"description":"Expand a one-sentence product description into structured listing fields (free; API key; no credits).\n\n    Turns casual, spoken product copy into structured fields (title, bullets, features) that feed\n    the listing generator. Use this as a low-friction starting point when you only have a rough\n    sentence. Do NOT use it to produce a final optimized listing - use generate_listing for that.\n    Read-only; free; no credits deducted.\n\n    Args:\n        sentence: one-sentence product description, 4-1000 characters (required).\n        lang: zh or en (default en).","input_schema":{"type":"object","title":"fill_from_sentenceArguments","required":["sentence"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"sentence":{"type":"string","title":"Sentence"}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"generate_listing","title":null,"description":"Generate a high-conversion Amazon listing - title + bullets + description (async; 1 credit per marketplace).\n\n    Produces A9-optimized copy that respects per-marketplace character limits. Use this to create\n    a full listing from product facts. Not free - deducts 1 credit per selected marketplace and\n    runs asynchronously, poll for the result. Read-only: it drafts text and does not publish.\n\n    Args:\n        cn_name: product Chinese name (required).\n        sku: product SKU (required).\n        marketplaces: optional list of marketplace codes; defaults to all 9.\n        price: optional product price.\n        lang: zh or en (default en).","input_schema":{"type":"object","title":"generate_listingArguments","required":["cn_name","sku"],"properties":{"sku":{"type":"string","title":"Sku"},"lang":{"type":"string","title":"Lang","default":"en"},"price":{"type":"string","title":"Price","default":""},"cn_name":{"type":"string","title":"Cn Name"},"marketplaces":{"type":"array","items":{},"title":"Marketplaces","default":null}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"},{"name":"generate_poa","title":null,"description":"Draft a submission-ready Plan of Action (POA) from an Amazon violation notice (async; 4 credits).\n\n    Converts a suspension or removal email into a structured POA appeal. Use this when a listing\n    or account is suppressed. Not free - deducts 4 credits and runs asynchronously, poll for the\n    result. Read-only: it drafts text and does not submit anything to Amazon.\n\n    Args:\n        text: violation notice or removal email text (required).\n        marketplace: marketplace code (default US).\n        lang: zh or en (default en).\n        violation_type: optional, e.g. ip_complaint / authenticity / policy.","input_schema":{"type":"object","title":"generate_poaArguments","required":["text"],"properties":{"lang":{"type":"string","title":"Lang","default":"en"},"text":{"type":"string","title":"Text"},"marketplace":{"type":"string","title":"Marketplace","default":"US"},"violation_type":{"type":"string","title":"Violation Type","default":""}}},"output_schema":null,"annotations":{"read_only_hint":true,"idempotent_hint":false,"open_world_hint":true,"destructive_hint":false},"source":"probe","observed_at":"2026-10-19T14:14:00.328Z"}],"next_cursor":null,"next_actions":[{"action":"get_connection","description":"Connection block to call these tools","href":"/v1/servers/io.github.ryanyang828%2Flistinggood/connection?target=mcpServers","arguments":{"name":"io.github.ryanyang828/listinggood","target":"mcpServers"}},{"action":"get_server","description":"Full descriptor with trust and connectability","href":"/v1/servers/io.github.ryanyang828%2Flistinggood","arguments":{"name":"io.github.ryanyang828/listinggood"}}]}