{"name":"io.github.amzscout-corp/amzscout-skill-mcp","slug":"amzscout-corp-amzscout-skill-mcp","title":"AMZScout Skill + MCP","description":"Amazon research from AMZScout data: analyze products & niches, keywords/PPC, and brand catalogs.","url":"https://mcp.market/server/amzscout-corp-amzscout-skill-mcp","rating":null,"grade":"A","score":89,"certified":false,"status":"active","category":"ecommerce","tags":["ecommerce"],"presence":{"score":26,"stars":1,"forks":0,"downloads_week":null,"last_push_at":"2026-09-16T14:41:45.000Z","license":"MIT"},"uptime":{"percent":100,"checks":20,"ok":20,"last_checked_at":"2026-09-24T07:56:06.732Z","last_ok_at":"2026-09-24T07:56:06.732Z","latency_ms":778},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/amzscout-corp/amzscout-skill-mcp","website":"https://learn.amzscout.net/amazon-product-api-for-ai-agents","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://chatbot.amzscout.net/mcp"}],"packages":[],"tools":[{"name":"amzscout_analyze_niche","description":"Market snapshot for an Amazon niche/keyword — top products by revenue plus computed aggregates (price/sales/revenue/review distributions, revenue concentration, brand spread). Pure data fetch (no AI analysis) — reason over the returned data yourself. How to use: judge niche attractiveness — demand concentration (revenueTop5SharePercent: high = winner-takes-all, low = fragmented/open), price bands and where the money sits, review counts as entry moats, brand dominance vs no-name spread, and standout products (high sales + weak rating/reviews = displacement opportunity).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"keyword":{"type":"string","minLength":2,"maxLength":100,"description":"Niche, category, or product search keyword"},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."},"filters":{"type":"object","properties":{"minPrice":{"description":"Minimum unit price (USD)","type":"number","minimum":0},"maxPrice":{"description":"Maximum unit price (USD)","type":"number","minimum":0},"minEstSales":{"description":"Minimum estimated monthly sales (units)","type":"number","minimum":0},"maxEstSales":{"description":"Maximum estimated monthly sales (units)","type":"number","minimum":0},"minEstRev":{"description":"Minimum estimated monthly revenue (USD)","type":"number","minimum":0},"maxEstRev":{"description":"Maximum estimated monthly revenue (USD)","type":"number","minimum":0},"minReviews":{"description":"Minimum review count","type":"number","minimum":0},"maxReviews":{"description":"Maximum review count","type":"number","minimum":0},"minRating":{"description":"Minimum average rating (0-5)","type":"number","minimum":0,"maximum":5},"maxRating":{"description":"Maximum average rating (0-5)","type":"number","minimum":0,"maximum":5}},"additionalProperties":false,"description":"Filter products by price / sales / revenue / reviews / rating"},"count":{"default":100,"description":"How many top products to pull from Amazon (5–100).","type":"integer","minimum":5,"maximum":100}},"required":["keyword"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_analyze_product","description":"Full raw data for a single Amazon product by ASIN — price, estimated sales/revenue, reviews, rating, listing quality, sellers, plus sales/price/revenue history when available. Pure data fetch (no AI analysis) — reason over the returned data yourself. How to use: audit the product like a sourcing analyst — demand trend & seasonality from sales history, pricing direction & margin risk from price history and FBA fees, competition from sellers/reviews, listing quality from LQS, then conclude whether a new seller should enter (GO / NO-GO and what it would take).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"asin":{"description":"Amazon Standard Identification Number","type":"string"},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."}},"required":["asin"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_analyze_product_set","description":"Raw data across an explicit set of 2–100 ASINs — product rows plus computed aggregates (price/sales/revenue/review distributions, revenue concentration, brand spread). Pure data fetch (no AI analysis) — reason over the returned data yourself. To discover products from a keyword instead, analyzeNiche is the equivalent. How to use: treat the set as a mini-market — segment products into groups, spot where demand concentrates, flag outliers (price, sales, review anomalies), and summarize group-level signals.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"asins":{"minItems":2,"maxItems":100,"type":"array","items":{"type":"string"},"description":"2–100 ASINs to fetch as a set (B0XXXXXXXX). 0/O-swapped prefixes are auto-corrected."},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."}},"required":["asins"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_compare_niches","description":"Raw head-to-head data for 2–5 Amazon niches / category keywords — per-niche product sets plus computed aggregates (price/sales/revenue distributions, revenue concentration, brand spread). Pure data fetch (no AI analysis) — do the comparison yourself. For ASINs, compareProducts is the equivalent. How to use: weigh demand (total est. revenue/sales) against competition (review levels, brand concentration) and price levels per niche, then give a verdict on which niche is the better opportunity for a new seller and under what conditions.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"keywords":{"minItems":2,"maxItems":5,"type":"array","items":{"type":"string","minLength":2,"maxLength":100,"description":"Niche, category, or product search keyword"},"description":"2–5 niches / category keywords to compare head-to-head, e.g. [\"yoga mat\", \"resistance bands\"]."},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."},"count":{"description":"Products fetched per niche (default 10).","type":"integer","minimum":3,"maximum":25}},"required":["keywords"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_compare_products","description":"Side-by-side raw data for 2–5 Amazon products by ASIN — price, sales/revenue estimates, reviews, listing quality, plus history when available. Pure data fetch (no AI analysis) — do the comparison yourself. For a single ASIN, analyzeProduct is the equivalent. How to use: compare demand (est. sales), revenue, review moat and rating, price positioning, listing quality, and history trends (growing vs declining), then give a verdict on which product is the stronger opportunity and why.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"asins":{"minItems":2,"maxItems":5,"type":"array","items":{"type":"string"},"description":"2–5 ASINs to compare. Each must be a real Amazon ASIN (B0XXXXXXXX). 0/O-swapped prefixes are auto-corrected."},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."}},"required":["asins"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_find_by_brand","description":"List products under a specific Amazon brand. Pre-validates the brand name via cached AI check, then filters keyword-search results to rows whose `brand` field actually matches. On no-match, returns the brands that did appear in the keyword pool so callers can suggest alternatives. How to use: assess the brand's Amazon footprint — lineup breadth, price range, which products carry the revenue, and how strong its review moat is.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"brand":{"type":"string","minLength":2,"maxLength":80,"description":"Amazon brand name to search by"},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."},"sort":{"default":"revenue","type":"string","enum":["revenue","sales","newest","rating","reviews"]},"count":{"default":100,"description":"How many products to return (1–100)","type":"integer","minimum":1,"maximum":100},"filters":{"type":"object","properties":{"minPrice":{"description":"Minimum unit price (USD)","type":"number","minimum":0},"maxPrice":{"description":"Maximum unit price (USD)","type":"number","minimum":0},"minEstSales":{"description":"Minimum estimated monthly sales (units)","type":"number","minimum":0},"maxEstSales":{"description":"Maximum estimated monthly sales (units)","type":"number","minimum":0},"minEstRev":{"description":"Minimum estimated monthly revenue (USD)","type":"number","minimum":0},"maxEstRev":{"description":"Maximum estimated monthly revenue (USD)","type":"number","minimum":0},"minReviews":{"description":"Minimum review count","type":"number","minimum":0},"maxReviews":{"description":"Maximum review count","type":"number","minimum":0},"minRating":{"description":"Minimum average rating (0-5)","type":"number","minimum":0,"maximum":5},"maxRating":{"description":"Maximum average rating (0-5)","type":"number","minimum":0,"maximum":5}},"additionalProperties":false,"description":"Filter products by price / sales / revenue / reviews / rating"}},"required":["brand"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_get_keywords","description":"Amazon keyword / SEO / PPC data for either a single product (ASIN-scope — terms the product ranks for) or a niche/category (keyword-scope — search data around the term). Every keyword row carries search volume, average sales, CPC and trend; ASIN-scope rows ALSO carry this product's own placement for that term — organic rank + page, sponsored page, and relevance score (rows the product does not rank for are marked \"not ranking\"). Pure data fetch (no AI analysis). How to use: pick high-volume / low-competition terms for SEO and PPC targeting, use CPC as ad-cost pressure, sum search volumes to gauge niche demand, and for ASIN-scope check organic vs sponsored ranks to spot listing-optimization gaps.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"asin":{"description":"ASIN-scope: keywords this product ranks for.","type":"string"},"keyword":{"description":"Keyword-scope: search data around this niche term.","type":"string","minLength":2,"maxLength":100},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."}},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_recommend_tool","description":"Given a user use-case, returns the AMZScout tools & Sellerhook services catalog (with tracking links) so you can recommend the right AMZScout product/feature. Use for \"which AMZScout tool should I use for X\" questions.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"useCase":{"type":"string","minLength":2,"maxLength":300,"description":"What the user is trying to do (e.g. \"find low-competition products\", \"validate a supplier\", \"track BSR\")."}},"required":["useCase"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_search_knowledge","description":"TF-IDF search across the AMZScout knowledge base (Amazon-seller tutorials, brand reference, glossary). Returns the top-K relevant chunks with title, source URL and text. Use this to ground answers in factual material.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","minLength":2,"maxLength":300,"description":"Search phrase. 2-300 chars."},"topK":{"default":5,"description":"How many knowledge chunks to return (1–20)","type":"integer","minimum":1,"maximum":20}},"required":["query"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_search_products","description":"Keyword search against Amazon — returns the top N products with price, sales, revenue, reviews, rating. Pure data fetch (no AI analysis). Best when you need raw product rows (specific sort order or filters); analyzeNiche additionally returns computed market aggregates on top of the rows. How to use: scan the rows for demand leaders, price clusters, and low-review listings that still sell — those are the entry-opportunity signals.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","minLength":2,"maxLength":100,"description":"Search keyword / phrase."},"marketplace":{"type":"string","enum":["COM","CO_UK","DE","FR","IT","ES","CA","COM_MX","COM_BR","IN","CO_JP","COM_AU","AE","SA"],"description":"Amazon marketplace code. Default COM (United States)."},"sort":{"default":"revenue","description":"Result sort order. revenue/sales/rating/reviews descending; price-low ascending; newest by first-listed date.","type":"string","enum":["revenue","sales","newest","rating","reviews","price-low","price-high"]},"count":{"default":100,"description":"How many products to return (1–100)","type":"integer","minimum":1,"maximum":100},"filters":{"type":"object","properties":{"minPrice":{"description":"Minimum unit price (USD)","type":"number","minimum":0},"maxPrice":{"description":"Maximum unit price (USD)","type":"number","minimum":0},"minEstSales":{"description":"Minimum estimated monthly sales (units)","type":"number","minimum":0},"maxEstSales":{"description":"Maximum estimated monthly sales (units)","type":"number","minimum":0},"minEstRev":{"description":"Minimum estimated monthly revenue (USD)","type":"number","minimum":0},"maxEstRev":{"description":"Maximum estimated monthly revenue (USD)","type":"number","minimum":0},"minReviews":{"description":"Minimum review count","type":"number","minimum":0},"maxReviews":{"description":"Maximum review count","type":"number","minimum":0},"minRating":{"description":"Minimum average rating (0-5)","type":"number","minimum":0,"maximum":5},"maxRating":{"description":"Maximum average rating (0-5)","type":"number","minimum":0,"maximum":5}},"additionalProperties":false,"description":"Filter products by price / sales / revenue / reviews / rating"}},"required":["query"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"amzscout_usage","description":"The caller's AMZScout AI-agents token balance — remaining, used, and limit. Free — no tokens are charged for this call. How to use: answer \"how many tokens do I have left\", \"what's my usage / balance / limit\", or when a call fails on quota. Report the remaining figure first.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"http://json-schema.org/draft-07/schema#"}}],"scan":{"score":89,"grade":"A","scanned_at":"2026-09-24T05:07:48.249Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-24T05:07:48.165Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 838ms"]},"poisoning":{"score":15,"max":15,"notes":["11 tool descriptions checked"]},"auth":{"score":10,"max":15,"notes":["open endpoint, read-only tools"]},"maintenance":{"score":15,"max":15,"notes":["last push 8 days ago"]},"identity":{"score":7,"max":10,"notes":["registry namespace matches repository owner"]}},"findings":[],"inputs":{"probes":[{"url":"https://chatbot.amzscout.net/mcp","reachable":true,"authRequired":false,"latencyMs":838,"serverInfo":{"name":"amzscout-tools","version":"1.0.0"}}],"packages":[],"repo":{"found":true,"owner":"amzscout-corp","repo":"amzscout-skill-mcp","archived":false,"pushedAt":"2026-09-16T14:41:45Z","stars":1,"forks":0,"openIssues":0,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/311132833?v=4","ownerCreatedAt":"2026-07-30T17:32:59Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/311132833?v=4&s=128","source":"github"},"presence":{"stars":1,"forks":0,"downloadsWeek":null,"license":"MIT","lastPushAt":"2026-09-16T14:41:45.000Z","score":26}}}},"grade_history":[],"reviews":[]}