MCP server

Amazon Product Research

com.webotee/amazon-product-research-mcp

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website Source

At a glance

Type

MCP server

Publisher

webotee.com (verified by the MCP Registry)

Status

Working at last check

Tools

94

Token cost

About 39,044 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.amazon-product-research-mcp]
url = "https://app.webotee.com/mcp"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"amazon-product-research-mcp":{"type":"http","url":"https://app.webotee.com/mcp"}}}

Antigravity

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

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"amazon-product-research-mcp","server_url":"https://app.webotee.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"amazon-product-research-mcp","server_url":"https://app.webotee.com/mcp"}

Tools

• alibaba_supplier_search ~142 tokens
  Find Alibaba supplier / manufacturer listings for a query (via Serper site:alibaba.com) — returns title + rating + a supplier snippet + the Alibaba link. TEXT ONLY: no price or photo are available via this source (the user sees price / MOQ / photos on Alibaba after clicking).
• amazon_search_results ~403 tokens
  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, ASIN, title, price, rating and badges. Use when the user wants CURRENT ranking/visibility: 'who ranks for "dog bed" on Amazon right now', 'is
• asin_bsr_history ~270 tokens
  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, title, price, rating, current BSR). Use when the user asks how an ASIN's rank/demand has MOVED: 'BSR history for B0…', 'is this product's r
• asin_buybox_history ~720 tokens
  Show which sellers have been winning the buybox for an ASIN over time, AND how the competing-seller pool has changed month over month. Returns a per-week breakdown of buybox winners; a monthly distinct-seller-count series (seller_count_monthly, trailing ~6 months) plus a seller_trend label (stable/r
• asin_comparables ~480 tokens
  Find ASINs similar to a given ASIN by brand, price band, and seller count. Use when the user asks 'ASINs like this one', 'similar products', 'comparable ASINs', 'what else is like B08N5WRWNW', or any ASIN-level lookalike question. Each comparable carries product brand, title, price (or price range)
• asin_keywords ~355 tokens
  Reverse ASIN on Amazon US: the observed head search terms where a product appeared on page 1 (organic rank, or a sponsored unit in the page), dated, organic first. Pass asins (up to 10, yours first) to compare with competitors: each keyword shows every competitor's rank, asins_on_page, and gap=true
• asin_profit_calc ~305 tokens
  Estimate whether an ASIN can hit a target profit margin given current buybox price, estimated FBA fees, and Amazon referral fee. Use when the user asks 'can I make money on this ASIN', 'profit calculator', 'margin estimate for B08N5WRWNW', 'is this ASIN profitable to sell', or any margin/profit ques
• authorized_seller_list ~206 tokens
  List the saved authorized sellers for a brand. Use when the user asks 'who are my authorized sellers for X', 'show my approved resellers', 'what's my whitelist for this brand'.
• authorized_seller_set ~264 tokens
  Save the authorized sellers for a brand you own/manage — the whitelist that makes 'unauthorized seller' detection possible. The brand must already be tracked in this workspace. Use when the user says 'these are my authorized sellers for X', 'add Y to my authorized list', 'set my brand's approved res
• brand_buybox_trajectory ~477 tokens
  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 asks 'is this brand getting more competitive', 'concentration trend for Nike', 'how has seller count changed over time', or 'buybox trajecto
• brand_new_asins ~571 tokens
  Show ASINs that recently appeared for a brand. Use when the user asks 'new products for Nike', 'recently added ASINs', 'what new listings does this brand have', or any question about a brand's recent catalog additions. Each ASIN carries product brand, title, price (or price range) and fulfillment (F
• brand_similar ~363 tokens
  Find brands similar to a given brand by category, price tier, and competition level. Use when the user asks 'brands like Nike', 'similar brands to source', 'show me comparable brands', 'what else is in this niche', or any cohort/lookalike question.
• brand_under_attack ~390 tokens
  Detect whether a brand is under competitive attack: an elevated NEW-ENTRANT RATE (brand-level newly-observed sellers vs the trailing-month baseline) combined with buy-box churn. Uses brand-level first-seen (a seller's first observation anywhere across the brand's ASINs), which is stable under scrape
• brand_xmarket ~273 tokens
  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. Use when the user asks 'does this brand sell on Walmart', 'cross-marketplace presence for Nike', 'is this brand on Amazon UK', or any multi-
• brands_gaining_sellers ~517 tokens
  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 confirmed market entry (sparse re-sampling can resurface long-present sellers as 'new'). Optional category filter. Use when the user asks 'br
• brands_in_operator_network ~394 tokens
  Find brands that share operators/sellers with a target brand. Returns brands ranked by how many operators they share. Use when the user asks 'what brands are in X's network?', 'brands related to Ninja', 'who else do Ninja's sellers carry?', 'brands in the same seller network', or 'brand family'. Thi
• bulk_product_lookup ~325 tokens
  Match a LIST of ASINs and/or retail barcodes (UPC / EAN / GTIN / ISBN) to Amazon in one call - e.g. a supplier price list or invoice - and return one row per item: ASIN, title, brand, current price, buy-box seller and fulfillment, whether Amazon sells it, seller count, BSR and category, rating, boug
• buybox_loss_alert ~651 tokens
  Find the ASINs where a brand you own has LOST the buy box to a seller outside your authorized list — ranked by estimated revenue at stake — so you can act on the costliest first. Each flagged ASIN carries its product brand, title and price (or price range) plus its fulfillment (FBA/FBM/AMZ). Save yo
• categories_amazon_retreating ~395 tokens
  Find categories where Amazon is retreating — net brand exits exceed entries over 90 days (amazon_expansion_net_90d < 0). Returns categories ordered by retreat magnitude. Use when the user asks 'where is Amazon pulling back?', 'which categories is Amazon leaving?', or 'Amazon retreat opportunities'.
• category_metrics ~285 tokens
  Return the full metric set for ONE category at any depth — a root OR a sub-category niche like 'Terrariums'. Covers demand (30-day revenue, units, velocity tier), competition (heat, diversity, brand/ASIN/seller counts), Amazon presence (retail dominance, private-label share, FBA penetration, 90-day
• category_new_entrants ~446 tokens
  Find brands newly OBSERVED in a category — the first date our daily sampling saw the brand there falls in the window. An observation signal, NOT confirmed first-ever entry (sparse re-sampling can resurface a long-present brand as 'new'). Use when the user asks 'new brands in Electronics', 'what bran
• category_top_growers ~434 tokens
  Find brands in a category with the biggest recent growth in seller count and observations. Use when the user asks 'fastest growing brands in Toys', 'top growers in this category', 'which brands are trending up', or any category-scoped growth question.
• category_undercompeted_brands ~566 tokens
  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-only listings). Returns BRANDS — not niches or sub-categories. Use for 'undercompeted brands in <category>', 'low competition brands in Toys'
• collect_asin_now ~291 tokens
  Pull a LIVE, on-demand snapshot of a single Amazon ASIN right now — current title, price, live offers and the sellers on the listing today — and return it alongside Webotee's historical brand and seller intelligence, including the ASIN's product brand, title and price (or price range) and its fulfil
• competitive_landscape ~586 tokens
  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 week-over-week deltas. Use when the user asks 'who's winning this category?' or 'who controls the buybox here?'.
• evaluate_asin_sourcing ~357 tokens
  Evaluate a single ASIN for FBA sourcing. Returns composite sourcing score (0-100), 5-dimension breakdown (velocity, gating, friction, margin, brand_posture), estimated 30-day demand (units_30d_final + est_revenue_30d) with its source/badge_band/confidence, a data_coverage flag (full vs velocity_only
• evaluate_brand ~662 tokens
  Evaluate a brand for portfolio inclusion. Returns brand-level control posture, winner diversity (HHI), Amazon retail dominance %, FBA penetration %, catalog churn rate, total bought-past-month volume, estimated 30-day revenue, avg ship-by days, cross-brand operator count, plus the top 10 ASINs by co
• evaluate_category_for_private_label ~300 tokens
  Assess whether a category or niche (ANY depth — e.g. 'Terrariums') is winnable for a NEW private-label brand. Use for 'is X winnable for private label', 'should I private-label X', 'is the X niche good for a new brand', 'can I launch my own brand in X'. Returns a per-signal pass/fail breakdown and a
• filter_brands_by_fba_share ~548 tokens
  Return brands whose FBA buybox share is below or above a threshold. FBA share is computed as fba_buybox_days / total_buybox_days * 100 (percentage, 0-100). Use fba_share < 40 to find FBM-heavy brands (carriers hold real inventory) or fba_share > 80 for FBA-dominated brands. Supports sort by control_
• filter_operators_by_fba_share ~563 tokens
  Return operators whose FBA buybox share is below or above a threshold. FBA share is 0-100 (percentage). For a single NAMED seller's profile, the operator-profile tools (operator_classifier / operator_top_brands) are the better first call — this tool is for screening lists. Use fba_share < 50 to find
• find_brands_with_high_seller_churn ~463 tokens
  Find brands experiencing high seller churn relative to their category. Returns brands where seller_churn_30d_delta_vs_cat_pp >= the specified threshold (default 5pp). Optionally filtered by category. Use when the user asks about 'brands losing sellers', 'high churn brands', or 'seller instability'.
• find_deconcentrating_brands ~419 tokens
  Find brands where buybox concentration dropped over the last quarter — more sellers are entering, creating opportunity for new entrants. Use when the user asks 'brands losing control', 'deconcentrating brands', 'brands opening up to competition', 'gentrification opportunities', or any question about
• find_new_operators ~494 tokens
  Find operators (sellers) we FIRST OBSERVED selling recently — their earliest observation in our data falls in the window. An observation signal, NOT confirmed market entry: sparse sampling can surface a long-present seller the first time we see them. Different from top_expanding_operators (existing
• find_product_across_web ~574 tokens
  Find where one product sits across the open web — a live cross-retailer price check — with every price anchored to Webotee's independently-observed Amazon buy-box. Give ONE identifier (asin, upc, gtin, or title + brand) and a mode: price_compare (default, all retailers vs the Amazon buy-box), cheape
• find_single_seller_brands ~437 tokens
  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 user asks 'brands with one seller', 'exclusive brands', 'single-seller brands', 'monopoly brands', or any question about brands with no competi
• find_sourcing_opportunities ~215 tokens
  Given an Amazon ASIN, diagnose its business model (private-label / wholesale / arbitrage) and find real-world supplier, wholesale and arbitrage matches across the web, then return an HONEST sourcing read: a viability qualifier (green/yellow/red), the specific move + required differentiation, conserv
• find_undercompeted_brands ~645 tokens
  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', 'low competition brands', 'undercompeted brands under $50', 'brands I could source with little competition', or any variant of 'find me someth
• find_underserved_niches ~774 tokens
  Find UNDER-SERVED NICHES — real SUBCATEGORIES with genuine demand but room to compete, ranked by private-label winnability from 2-year marketplace data. Returns CATEGORIES / sub-categories (e.g. 'Wireless Earbuds', 'Cable Organizers'), NEVER brands. This is the RIGHT tool for ANY niche-discovery que
• gating_repricing_advice ~211 tokens
  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). Also returns the ASIN's product brand, title and price (or price range) plus fulfillment (FBA/FBM/Amazon). Use for 'should I try to ungat
• keyword_cross_marketplace ~202 tokens
  Check which of the 11 Amazon marketplaces a keyword was observed in Amazon's own autocomplete suggestions, with first/last observed dates and an example current suggestion-list position per marketplace. Use when a seller asks 'does anyone type X on Amazon Germany/Japan/…', compares keyword presence
• keyword_demand ~288 tokens
  Keywords observed in Amazon's own autocomplete suggestions for a seed term, per marketplace: the current suggestion list(s) for the seed's prefix (each term with its position 1-10 within that list) plus related observed vocabulary starting with the seed, with the marketplaces each term was observed
• keyword_rankings ~293 tokens
  Page 1 of Amazon US search for a keyword as last OBSERVED (head search terms from Amazon's own autocomplete, each observed about once a week): products in organic order with brand, price and their latest buy-box seller (AMZ = Amazon, FBA, FBM), the Sponsored Brands units in the page, the Amazon's Ch
• list_tracked ~243 tokens
  List the products this workspace keeps on a live refresh (set up with track_product), each with its current price, buy-box seller and fulfillment, stock state, seller count, the refresh interval and when it was last read, plus the most recent buy-box points (price and seller over time). Use when the
• live_bestsellers ~353 tokens
  Amazon Best Sellers list for one category, as Amazon shows it now: up to 100 products in rank order (rank, ASIN, title, price, rating, ratings count), the category's full breadcrumb path, and its subcategories with their URLs. With only marketplace_id (no url) it returns the marketplace's top-level
• live_offers ~425 tokens
  LIVE Amazon offers for one product: every seller offering it right now, read from Amazon's 'All offers' view at request time (every page). Each offer has the seller and seller id, price, shipping, condition, buy box, FBA / FBM / Amazon, Prime, ships-from, the delivery promise and the seller's feedba
• lookup_product_by_barcode ~313 tokens
  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 list, a wholesale catalog) and wants to know which Amazon or Walmart listing it maps to — e.g. 'what is UPC 050875825598 on Amazon', 'match
• map_violations_today ~412 tokens
  Show active MAP (Minimum Advertised Price) violations for products in the workspace. Use when the user asks 'MAP violations', 'who is selling below MAP', 'price violations today', 'are there any MAP breaches', or any MAP-enforcement question.
• market_lists ~500 tokens
  Ranked discovery lists from observed Amazon buy-box data, 25 rows per page. kind=brand_movers: brands gaining (direction=up) or losing (down) distinct buy-box sellers fastest over 30 or 90 days. seller_movers: sellers whose buy-box footprint grew or shrank most. top_brands: brands ranked by buybox_d
• my_competitors ~270 tokens
  Who's competing with the seller on their OWN products. Pass an ASIN from your catalog to see the full competitor list for that listing (who wins the buy-box, FBA/FBM, observed price, how long they've been on it) plus your own buy-box / undercut status. Omit the ASIN to get your most-contested produc
• my_opportunities ~212 tokens
  What to source NEXT, adjacent to what the seller already sells. Seeds Webotee's undercompeted-brand and underserved-niche engines from the seller's OWN connected catalog (their dominant brands and categories), excluding brands they already carry. Requires a connected store (Starter+). Use for 'what
• my_products ~342 tokens
  The seller's OWN connected Amazon catalog fused with Webotee market intelligence. Each product shows EXACT account data (your price, your inventory, FBA/FBM, listing status) alongside OBSERVED/ESTIMATED market data (sourcing score, the observed market buy-box price, how many sellers are on the listi
• my_store ~222 tokens
  Store-level summary of the seller's connected Amazon catalog: number of products tracked, distinct brands, FBA vs FBM split, total on-hand inventory units (EXACT, from the account), average Webotee sourcing score, how many products are currently undercut, and how many have a cross-marketplace (Walma
• operator_brands_by_competition ~427 tokens
  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 operators have the least competition', 'out of these operators, show me brands with fewest sellers', 'low-competition brands for operator X',
• operator_buybox_losses ~700 tokens
  For ONE operator (seller), find the ASINs where it's losing the buy-box — it carries the listing but holds less than `max_buybox_share_pct` of the buy-box — ranked by estimated 30-day revenue at risk. Each leak returns who's winning the box, the operator's vs the winner's sanitized price and the gap
• operator_category_dominance ~336 tokens
  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 asks 'what categories does this seller focus on', 'operator category breakdown', 'where does Amazon Warehouse dominate', or any category-sc
• operator_classifier ~250 tokens
  Label what kind of operator a seller is — amazon, brand-direct, likely-authorized-retailer, arbitrage, or reseller — from our cross-brand operator signals (how many brands they span, their fulfilment mix, their primary brand). Use when the user asks 'what kind of seller is this', 'is this an authori
• operator_compare ~703 tokens
  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 buy-box share, their sanitized average prices and the price gap, how many OTHER sellers are on the listing, whether Amazon holds the box, and
• operator_concentration ~478 tokens
  Operator concentration (HHI) across a set of ASINs or a brand's catalog — reveals when the same operator quietly controls many of the 'independent' listings. Returns the HHI, a concentration label, and the top operators with how many listings each dominates. Use for private-label fragmentation check
• operator_lost_brands ~328 tokens
  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', or any question about an operator shrinking their catalog.
• operator_new_brands ~304 tokens
  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 Warehouse selling now that it wasn't before', or any question about an operator expanding their catalog.
• operator_new_on_brand ~607 tokens
  Operators newly OBSERVED on a brand in a recent window — counted at BRAND level: a seller's FIRST observation anywhere across the brand's ASINs falls in the window. This is coverage-robust (a long-present seller was almost certainly seen on some ASIN earlier, so they correctly drop out) — a trustwor
• operator_resells_what ~662 tokens
  The arbitrage sourcing feed: given an ASIN (or a seller/operator name), find the OTHER ASINs the operators on that listing also resell, ranked by sourcing fit (our composite sourcing score) then estimated 30-day sales. De-duped against the ASINs the user already tracks, so it surfaces NEW candidates
• operator_top_asins ~850 tokens
  Show the ASINs an operator wins the buybox on most often, ranked by ESTIMATED 30-day sales by default. For each ASIN it returns the operator's estimated units sold and revenue in the last 30 days (est_units_30d, est_revenue_30d — the product's sales estimate weighted by the operator's buy-box share)
• operator_top_brands ~520 tokens
  Show the brands an operator sells the most of, ranked by ESTIMATED 30-day sales by default. For each brand the operator carries it returns the operator's estimated units sold and revenue in the last 30 days (est_units_30d, est_revenue_30d — the estimated sales of the ASINs the operator wins for that
• operator_xmarket_presence ~149 tokens
  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 user asks 'does this seller sell on Walmart too', 'cross-marketplace presence', 'is this operator on Amazon UK', or any multi-marketplace o
• playbook_create ~408 tokens
  Save a reusable per-model research workflow (a 'playbook') the user can re-run or schedule. Provide a template_key (one of: brand_watch, new_brand_radar, replenishment_watch, arbitrage_feed, defend_my_niche, find_my_next_niche, brand_defense_daily, expansion_radar, dropship_watch, spread_hunter, map
• playbook_list ~209 tokens
  List the workspace's saved playbooks (name, schedule, last run) and the built-in templates available. Use when the user asks 'what playbooks do I have', 'show my saved workflows', 'what automations are set up'.
• playbook_run_now ~92 tokens
  Run a saved playbook right now and return its digest (also saved to the in-app inbox). Use when the user says 'run my <name> playbook', 'check my brand watch now', 'run that workflow'.
• playbook_schedule ~114 tokens
  Set how often a saved playbook runs automatically (manual, daily, or weekly). Use when the user says 'run this weekly', 'schedule my playbook daily', 'stop the automatic runs' (manual).
• product_dossier ~556 tokens
  Full dossier for ONE Amazon product, by ASIN or by retail barcode (UPC / EAN / GTIN / ISBN-13): current price, buy-box seller and condition, every current seller (price, FBA/FBM/Amazon, delivery), stock state, BSR and category, rating and review count, Amazon's bought-past-month badge, dimensions an
• product_page_content ~372 tokens
  The observed page-content record for one Amazon ASIN: description (with its source — prose vs 'About this item' bullets vs brand A+ content), feature bullets, breadcrumb category path, image-gallery URLs, variation count + parent ASIN, stock state, and first/last-observed timestamps. Set include_rev
• risk_assessment ~590 tokens
  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 the product's usual price, won by a seller other than the brand's own store; each with the ASIN's product brand, title, price or price rang
• search_products ~511 tokens
  Free-text keyword search over Amazon product titles + descriptions. Use when the user names a PRODUCT TYPE or keywords (e.g. 'stainless steel water bottle', 'cat litter box', 'magnetic phone mount') rather than a specific brand, category, or ASIN. Returns the top matching products ranked by relevanc
• seller_profile ~604 tokens
  The stored Amazon SELLER PROFILE for one seller - by seller id (the 'A...' code in /sp?seller=... or the seller_id on an offer) or by the seller/operator name the other tools use. RETURNS the seller's star rating, lifetime and 12-month rating counts, positive-feedback % (with its period), feedback p
• set_cost_floor ~232 tokens
  Record the user's cost basis (landed unit cost) for an ASIN so later checks can flag when the buy box drops below their cost and compute true net spread; the saved/cleared confirmation also echoes the ASIN's product brand, title and price (or price range) and its fulfillment (FBA/FBM/AMZ). Use when
• shopping_search ~807 tokens
  PRIMARY consumer shopping tool — ALWAYS use this when a user asks what to BUY, which product to pick, or for the 'best' / 'cheapest' / 'best value' of something: 'best electric toothbrush', 'best graphics card under $50', 'which robot vacuum should I buy', 'cheapest standing desk', 'best coffee make
• start_here ~138 tokens
  A short guide to what Webotee can do and which tools to use, by selling model: wholesale and online arbitrage, private label, brand owners, and agencies. Use at the start of a session, when the user asks 'what can you do with Webotee', or when they only know one tool.
• top_expanding_operators ~440 tokens
  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 fastest by brand count', 'who is moving into new brands this month', or any cross-cutting operator question without a specific seller named.
• top_sourcing_picks ~771 tokens
  Find top sourcing-pick ASINs across the entire catalog with optional filters: max retail price, min retail price, category, brand, exclude gated, exclude Amazon private label. Use when the user asks 'top sourcing picks', 'best ASINs to source', 'ASINs under $X with rising demand', 'fastest growing A
• top_velocity_brands ~625 tokens
  Find top brands by 90-day unit velocity (brand_velocity_90d_units_day). Optional filters: scope (tracked = user's watchlist, universe = all), category, minimum velocity, exclude Amazon private label, exclude gated. Use when the user asks 'fastest selling brands', 'top velocity brands', 'brands I tra
• track_product ~359 tokens
  Keep Amazon products on a frequent live refresh (every 2-24 hours, depending on plan) for 30 days, so their buy-box price, buy-box seller, stock state and offer count are re-read and kept as a time series. Read the results with list_tracked (all tracked products) or product_dossier (one product). ac
• unauthorized_sellers ~551 tokens
  List the sellers winning a brand's buy box — the resellers and arbitrage operators you're up against — each classified (authorized-retailer / arbitrage / Amazon / brand-direct / reseller). If you've saved an authorized list (authorized_seller_set) it instead flags the UNAUTHORIZED sellers. Use when
• watchlist_add ~281 tokens
  Create or add to a saved tracking list the user can monitor over time. list_type is one of asin, brand, seller, niche; name is the user's label for the list; items are the identifiers to track (ASINs, brand names, seller names, or niche keys). Captures a baseline of the current observed state so a l
• watchlist_add_rule ~483 tokens
  Resolve a natural-language watchlist request into concrete ASINs the user can add. Use when the user says 'watch this brand', 'alert me when X loses a seller', 'add Nike to my watchlist', or any watchlist-creation intent. Returns matching ASINs with current scores plus product identity (brand, title
• watchlist_delta ~513 tokens
  Show what changed on the user's sourcing watchlist since last check. Returns each tracked ASIN with its score delta plus product identity (brand, title, price or price range) and fulfillment (FBA/FBM/AMZ with amz/fba share). Use when the user asks 'what changed on my watchlist', 'watchlist updates',
• watchlist_diff ~528 tokens
  Show what changed on a saved tracking list versus its captured baseline — new sellers observed on the tracked ASINs and sourcing-score moves. Each changed ASIN also carries product identity (brand, title, price or price range) and fulfillment (FBA/FBM/AMZ with amz/fba share). Use when the user asks
• watchlist_list ~183 tokens
  List the workspace's saved tracking lists (name, type, item count, whether a baseline is set). Use when the user asks 'what am I tracking', 'show my watchlists', 'my saved lists'.
• watchlist_remove ~169 tokens
  Remove items from a saved tracking list, or delete the whole list. Provide list_type + name; give items to drop just those, or omit items to delete the entire list. Use when the user says 'stop tracking ...', 'remove ... from my watchlist', 'delete my ... list'.
• watchlist_stats ~811 tokens
  BULK report of key Amazon stats for the user's WHOLE watchlist in ONE call — every tracked ASIN in the workspace's sourcing watchlist for a marketplace, in a single pass. Use this report instead of looping a per-ASIN tool over the whole watchlist. Each tracked ASIN returns its composite sourcing sco
• watchlist_webwide ~669 tokens
  Bulk web-wide (open-web / off-Amazon) price + MAP findings across your whole watchlist, in one call — reads already-collected results, does not run a live scan. Returns every tracked ASIN with its open-web source count, cheapest off-Amazon price (+ the domain), how many web sources violate MAP, how
• web_search ~119 tokens
  Search the web (Google, via Serper) for a query — returns title + link + snippet. Use for supplier / wholesale / distributor research and review-gap articles.
• webotee_account ~150 tokens
  The user's Webotee plan and usage: plan and price, subscription status and renewal or end date, AI Connect calls used today against the plan's daily limit, today's use of the live tools (live offers, live product refreshes, live searches, best-seller lists, cross-web checks), and how much of this mo
• webotee_job_status ~138 tokens
  Check the status of a live Amazon refresh kicked off for an ASIN (returns its current snapshot when ready). job_id is the ASIN. Use after a tool says a live refresh is collecting.
• xmkt_pricing_compare ~461 tokens
  Cross-marketplace (Amazon vs Walmart) pricing comparison. Returns matched pairs from mv_product_identity with current Amazon price, current Walmart price, delta %, and a coarse Amazon-FBA profitability check. Each pair also carries the Amazon ASIN's product brand, title and catalog price (or price r

Browse

• Claude tools
• Web scraping
• Web search
• Invoicing and accounting

Related MCP servers

• Nexscope
  Ecommerce data MCP: Amazon, TikTok Shop, Walmart, Temu, Ozon, Shopee, 1688, Etsy, eBay & more
• Logimu
  Amazon (11 marketplaces) and Walmart US product data: search, prices, stock, history, sellers.
• NeuralVerge
  Structured, cited, real-world data from 300+ sources and the open web for your AI agents.
• KDP Niche Research
  Kindle niche intelligence (demand/competition/BSR/revenue) gated by x402 USDC on Base.
• Teclazo Mercadolibre
  Mercado Libre keyword & competitor intelligence for AI agents across all 18 ML markets.
• Fuze Data Tools
  No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale.
• Vendooly
  Amazon Seller Central, Ads and Vendor Central in ChatGPT & Claude. 106 tools; writes need approval.
• agdata
  Unblocking and fresh web data for agents: URL to Markdown, YouTube, Maps, Amazon, jobs. Pay per call

Badge for your README

[![AptLynx](https://aptlynx.net/badge/com.webotee/amazon-product-research-mcp.svg)](https://aptlynx.net/servers/com.webotee/amazon-product-research-mcp)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents