# ListingGood MCP Muse connector

From musedirectory.ai, the independent directory of Meta Muse connectors. Not affiliated with Meta.

## ListingGood MCP

Check Amazon listing compliance and generate AI-optimized product listings for better recommendations.

- Record: https://musedirectory.ai/connector/listinggood-mcp
- Category: Shopping & Commerce
- Developer: ryanyang828 (https://listinggood.com/developers)
- Muse status: Extra setup. Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
- Health: Working, 2335ms, checked 2026-09-28T08:01:05Z
- Endpoint: https://listinggood.com/mcp
- Auth: No account needed; Pricing: unknown
- Screening: Screened, no issues found (2026-09-25T19:41:52Z)
- Source: Found in the official MCP Registry (io.github.ryanyang828/listinggood) https://registry.modelcontextprotocol.io/v0/servers?search=io.github.ryanyang828%2Flistinggood

Hosted MCP server for Amazon sellers. Scores listings for AI readiness (Rufus, COSMO), checks compliance against Amazon policies, generates optimized titles and descriptions, drafts appeals for violations, and analyzes negative reviews. Some tools are free; others require API key and credits.

Example request: "Check if my product listing will be recommended by Amazon's AI shopping assistant."

How to connect: Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use ListingGood MCP to help me. It is a free service with an MCP server at https://listinggood.com/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Tools:
- ai_readiness_check: Score how likely Amazon's AI (Rufus, COSMO) is to recommend a listing. Free, deterministic, rule-based check on pasted listing copy (title, bullets, description). Returns a compliance health score, an AI-readability score, and a combined AI Recommendation Readiness Score (complia
- agent_ready_check: Score whether a product listing is Agent-Ready for AI shopping agents (ACP/UCP era). Platform-agnostic: works for Amazon, Shopify, Walmart, TikTok Shop or any storefront that AI shopping assistants may read. Use it when a user asks whether their product will be found, recommended
- compliance_check: Quick pre-publish compliance gate before generating a listing. Fast, free scan for obvious red-line words and category risks. Returns a shallow pass/fail-style result, not a full audit. Use this as a cheap pre-check right before generation. Do NOT use it for a complete risk repor
- compliance_scan: Deep knowledge-base compliance audit (async; 2 credits). Produces a thorough, written risk report covering prohibited words, IP, category mismatches, GPSR and more, backed by a private 15-year compliance knowledge base. Use this when you need a complete, actionable compliance rep
- generate_poa: Draft a submission-ready Plan of Action (POA) from an Amazon violation notice (async; 4 credits). Converts a suspension or removal email into a structured POA appeal. Use this when a listing or account is suppressed. Not free - deducts 4 credits and runs asynchronously, poll for 
- analyze_review: Analyze a negative Amazon review for root cause and a suggested response (async; 2 credits). Extracts the underlying issue from a critical review and drafts a brand-appropriate response angle. Use this after a negative review appears, to decide how to reply. Do NOT use it to gene
- fill_from_sentence: Expand a one-sentence product description into structured listing fields (free; API key; no credits). Turns casual, spoken product copy into structured fields (title, bullets, features) that feed the listing generator. Use this as a low-friction starting point when you only have 
- generate_listing: Generate a high-conversion Amazon listing - title + bullets + description (async; 1 credit per marketplace). Produces A9-optimized copy that respects per-marketplace character limits. Use this to create a full listing from product facts. Not free - deducts 1 credit per selected m

Screening checks:
- MCP handshake: pass (Answered in 362ms)
- Domain against threat feeds (Cloudflare security DNS): pass (listinggood.com not flagged)
- Published packages against the OSV malicious-package database: n/a (No npm or PyPI package published)
- Hidden instructions or invisible characters in tool text: pass (8 tools read, nothing found)
- Inputs asking for passwords, card numbers or seed phrases: pass (None found)
- Domain and redirects: pass (Domain registered 70 days ago)
- AI review of purpose and tool behavior: pass (No concerns)