com.webotee/amazon-product-research-mcp

up checked 2026-11-11T04:38:16.541Z

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Publisher-provided description

Amazon brand, seller, niche & buy-box intelligence inside your own Claude or ChatGPT.

Summary by lookupd

Lets an agent query Amazon sellers, brands, buy-box share, best-seller ranks and sourcing scores to research products and competitors.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http amazon-product-research https://app.webotee.com/mcp

Codex, remote (streamable-http)

codex mcp add amazon-product-research --url https://app.webotee.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "amazon-product-research": {
      "url": "https://app.webotee.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (showing 30 of 94)

Publisher-provided text

• lookup_product_by_barcode Look up products by retail barcode: UPC-12, EAN-13 or GTIN-14. Use when the user gives a numeric product barcode (from a shelf tag, an invoice, a supplier price
• asin_bsr_history Best Sellers Rank (BSR) HISTORY for one Amazon ASIN — the observed rank series over time, with first/last observation dates, plus the product's identity (brand,
• amazon_search_results Fetch a LIVE Amazon search-results page (SERP) right now — the ranked organic + sponsored listings a shopper would see this minute for a query, with position, A
• evaluate_asin_sourcing Evaluate a single ASIN for FBA sourcing. Returns composite sourcing score (0-100), 5-dimension breakdown (velocity, gating, friction, margin, brand_posture), es
• evaluate_brand Evaluate a brand for portfolio inclusion. Returns brand-level control posture, winner diversity (HHI), Amazon retail dominance %, FBA penetration %, catalog chu
• competitive_landscape Map the competitive landscape for a brand or category root. Returns top 10 sellers by observed buybox days held, top 10 brands by winner-diversity HHI, plus wee
• risk_assessment Risk + protection assessment for an ASIN or brand. Returns composite risk score (0-100), recent price-drop / MAP events (≤10: a buy-box price at least 10% below
• xmkt_pricing_compare Cross-marketplace (Amazon vs Walmart) pricing comparison. Returns matched pairs from mv_product_identity with current Amazon price, current Walmart price, delta
• gating_repricing_advice Recommend ungate / arbitrage / avoid for an ASIN, with a 3-bullet rationale citing named metrics (gating_score, amz_retail_dominance_pct, fba_pct, brand_posture
• find_brands_with_high_seller_churn Find brands experiencing high seller churn relative to their category. Returns brands where seller_churn_30d_delta_vs_cat_pp >= the specified threshold (default
• categories_amazon_retreating Find categories where Amazon is retreating — net brand exits exceed entries over 90 days (amazon_expansion_net_90d < 0). Returns categories ordered by retreat m
• top_velocity_brands Find top brands by 90-day unit velocity (brand_velocity_90d_units_day). Optional filters: scope (tracked = user's watchlist, universe = all), category, minimum
• top_sourcing_picks Find top sourcing-pick ASINs across the entire catalog with optional filters: max retail price, min retail price, category, brand, exclude gated, exclude Amazon
• top_expanding_operators Find sellers (operators) expanding into the most NEW brands in a recent window. Use when the user asks 'operators expanding into new brands', 'sellers growing f
• brands_gaining_sellers Find brands that recently gained the most newly-OBSERVED sellers (sellers whose first-seen date on the brand falls in the window) — an observation signal, NOT c
• operator_brands_by_competition Given one or more operator (seller) names, return the brands they carry ranked by seller competition level. Use when the user asks 'which brands sold by these o
• find_undercompeted_brands Find brands with low seller competition but real sales presence. The flagship sourcing discovery tool. Use when the user asks 'find brands with few sellers', 'l
• operator_compare ASIN-level buy-box head-to-head between two operators (sellers). For the ASINs BOTH carry (contested), returns who holds the buy-box (winner), each operator's b
• brand_buybox_trajectory Show how a brand's buybox concentration has changed over time. Returns weekly seller counts and observed buybox days for the trailing window. Use when the user
• category_undercompeted_brands Find specific BRANDS within a category that have proven multi-seller demand but are still under-competed (a min-seller floor drops single-seller / brand-owner-o
• unauthorized_sellers List the sellers winning a brand's buy box — the resellers and arbitrage operators you're up against — each classified (authorized-retailer / arbitrage / Amazon
• operator_new_brands Show brands an operator recently started selling. Use when the user asks 'what new brands did this seller pick up', 'operator new brands', 'what is Amazon Wareh
• operator_lost_brands Show brands an operator recently stopped selling (churn signal). Use when the user asks 'what brands did this seller drop', 'operator churn', 'brands lost by X'
• operator_category_dominance Show which product categories an operator dominates. Returns categories ranked by the operator's brand count and observed buybox days in each. Use when the user
• find_single_seller_brands Find brands where a single operator controls 100 percent of observed buybox days. These are either gated/exclusive or operator-acquired brands. Use when the use
• operator_xmarket_presence Check whether an operator sells on Amazon US, Amazon UK, and/or Walmart. Returns per-marketplace brand count, ASIN count, and observed buybox days. Use when the
• brand_xmarket Check whether a brand sells on Amazon US, Amazon UK, and/or Walmart. Returns per-marketplace seller count, ASIN count, observed buybox days, and control score.
• find_new_operators Find operators (sellers) we FIRST OBSERVED selling recently — their earliest observation in our data falls in the window. An observation signal, NOT confirmed m
• find_deconcentrating_brands Find brands where buybox concentration dropped over the last quarter — more sellers are entering, creating opportunity for new entrants. Use when the user asks
• brand_under_attack Detect whether a brand is under competitive attack: an elevated NEW-ENTRANT RATE (brand-level newly-observed sellers vs the trailing-month baseline) combined wi

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 497 ms
• First indexed: 2026-11-01T09:00:03.657Z
• Last seen in registry: 2026-11-01T09:00:03.657Z
• Repository: https://github.com/ncosic/webotee-mcp
• Website: https://www.webotee.com/amazon-product-research-mcp

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