{"name":"io.github.ryanyang828/listinggood","slug":"ryanyang828-listinggood","title":"ListingGood MCP","description":"Get recommended by Amazon's AI. Hosted MCP server for Amazon listing compliance & generation.","url":"https://mcp.market/server/ryanyang828-listinggood","rating":null,"grade":"A","score":88,"certified":false,"status":"active","category":"ecommerce","tags":["ecommerce"],"presence":{"score":26,"stars":1,"forks":0,"downloads_week":null,"last_push_at":"2026-09-16T07:17:11.000Z","license":"MIT"},"uptime":{"percent":86,"checks":21,"ok":18,"last_checked_at":"2026-09-24T15:41:14.675Z","last_ok_at":"2026-09-24T15:41:14.675Z","latency_ms":998},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/ryanyang828/listinggood-skills","website":"https://listinggood.com/developers","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://listinggood.com/mcp"}],"packages":[],"tools":[{"name":"agent_ready_check","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).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"title":"Text","type":"string"},"platform":{"default":"auto","title":"Platform","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"}},"required":["text"],"title":"agent_ready_checkArguments"}},{"name":"ai_readiness_check","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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"title":"Text","type":"string"},"marketplace":{"default":"US","title":"Marketplace","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"},"email":{"default":"","title":"Email","type":"string"}},"required":["text"],"title":"ai_readiness_checkArguments"}},{"name":"analyze_review","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).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"title":"Text","type":"string"},"marketplace":{"default":"US","title":"Marketplace","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"}},"required":["text"],"title":"analyze_reviewArguments"}},{"name":"compliance_check","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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"title":"Text","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"},"category":{"default":"","title":"Category","type":"string"}},"required":["text"],"title":"compliance_checkArguments"}},{"name":"compliance_scan","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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"title":"Text","type":"string"},"marketplace":{"default":"US","title":"Marketplace","type":"string"},"category":{"default":"","title":"Category","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"},"images":{"default":null,"items":{},"title":"Images","type":"array"}},"required":["text"],"title":"compliance_scanArguments"}},{"name":"fill_from_sentence","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).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"sentence":{"title":"Sentence","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"}},"required":["sentence"],"title":"fill_from_sentenceArguments"}},{"name":"generate_listing","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).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"cn_name":{"title":"Cn Name","type":"string"},"sku":{"title":"Sku","type":"string"},"marketplaces":{"default":null,"items":{},"title":"Marketplaces","type":"array"},"price":{"default":"","title":"Price","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"}},"required":["cn_name","sku"],"title":"generate_listingArguments"}},{"name":"generate_poa","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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"text":{"title":"Text","type":"string"},"marketplace":{"default":"US","title":"Marketplace","type":"string"},"lang":{"default":"en","title":"Lang","type":"string"},"violation_type":{"default":"","title":"Violation Type","type":"string"}},"required":["text"],"title":"generate_poaArguments"}}],"scan":{"score":88,"grade":"A","scanned_at":"2026-09-23T17:16:49.671Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-23T17:16:48.808Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":17,"max":20,"notes":["remote reachable in 3254ms"]},"poisoning":{"score":15,"max":15,"notes":["8 tool descriptions checked"]},"auth":{"score":10,"max":15,"notes":["open endpoint, read-only tools"]},"maintenance":{"score":15,"max":15,"notes":["last push 7 days ago"]},"identity":{"score":9,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"probes":[{"url":"https://listinggood.com/mcp","reachable":true,"authRequired":false,"latencyMs":3254,"serverInfo":{"name":"listinggood","version":"1.9.4"}}],"packages":[],"repo":{"found":true,"owner":"ryanyang828","repo":"listinggood-skills","archived":false,"pushedAt":"2026-09-16T07:17:11Z","stars":1,"forks":0,"openIssues":0,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/317731754?v=4","ownerCreatedAt":"2024-08-24T09:36:42Z","license":"MIT"},"icon":{"url":"data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 32 32'%3E%3Crect width='32' height='32' rx='6' fill='%233b5a82'/%3E%3Cpolyline points='7 17 13 24 25 7' fill='none' stroke='white' stroke-width='3.5' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E","source":"site"},"presence":{"stars":1,"forks":0,"downloadsWeek":null,"license":"MIT","lastPushAt":"2026-09-16T07:17:11.000Z","score":26}}}},"grade_history":[],"reviews":[]}