🔌
Amazon Product ResearchPublisher🛡 No advisories
com.webotee/amazon-product-research-mcp
New to MCP? Start here →0★ stars
0weekly installs
1 month agolast release
Provenancewhere it came from, and what was verified
✦
First-party publisher
Published by the owner of webotee.com, who proved control of the domain through the official MCP registry.
Verified owner: webotee.com ↗com.webotee/amazon-product-research-mcp
🛡 Permissions & trustwhat this server can touch before you run it
◆
Network access
Connects to a hosted remote endpoint.
About
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or ChatGPT.
Packages & transports
remotehttps://app.webotee.com/mcpHTTP
Metadata
B
Quality 75/100
how much you can lean on this server
Maintenance
36/45
Completeness
28/35
Reliability
11/20
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
B
Tool definition quality 80/100
how well its 76 tools describe themselves to an agent
▸evaluate_asin_sourcing100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸evaluate_brand81B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸competitive_landscape71C
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸risk_assessment77B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸xmkt_pricing_compare75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸gating_repricing_advice88A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_brands_with_high_seller_churn84B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸categories_amazon_retreating75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸top_velocity_brands79B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸top_sourcing_picks74B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸top_expanding_operators74B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brands_gaining_sellers77B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_brands_by_competition82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_undercompeted_brands82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_compare100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brand_buybox_trajectory85A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸category_undercompeted_brands82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸unauthorized_sellers84B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_new_brands91A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_lost_brands88A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_category_dominance82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_single_seller_brands84B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_xmarket_presence100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brand_xmarket80B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_new_operators75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_deconcentrating_brands75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brand_under_attack100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_top_asins83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_top_brands82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brand_similar82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brand_new_asins83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸category_top_growers75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸category_new_entrants77B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸category_metrics93A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸evaluate_category_for_private_label93A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_underserved_niches79B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸asin_comparables83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸asin_buybox_history83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸asin_profit_calc100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_delta76B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_add_rule75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_stats81B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_webwide82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸map_violations_today78B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸filter_operators_by_fba_share83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸filter_brands_by_fba_share83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸brands_in_operator_network83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸search_products80B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸shopping_search100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸collect_asin_now100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_add100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_remove83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_list83B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸watchlist_diff81B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸set_cost_floor100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_resells_what77B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_concentration79B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_new_on_brand85A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_classifier100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸playbook_create100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
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required fields declared
▸playbook_list88A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸playbook_run_now75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸playbook_schedule75B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_product_across_web85A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸webotee_job_status100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸authorized_seller_set100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸authorized_seller_list100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸buybox_loss_alert82B
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸web_search100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸alibaba_supplier_search100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸find_sourcing_opportunities100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸operator_buybox_losses100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸my_products100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
▸my_store100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
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required fields declared
▸my_competitors100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
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required fields declared
▸my_opportunities100A
Description
present and substantive
Param types
params declare a type
Param docs
params are described
Structure
required fields declared
Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →
For the maintainer
Raise this grade
up to +25 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
+9
Keep it activeMaintenance
Push to the repo or cut a release. Activity within the last 30 days earns the full 45.
+9
Collect working reviewsReliability
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
+7
Declare a licenseCompleteness
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
Tool definitions to fix first
competitive_landscape71/100
- 27 of 30 params have no description: `brand`, `max_brand_count`, `min_brand_count`, `category_root_id`, +23 more. Describe each one.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
top_sourcing_picks74/100
- 23 of 30 params have no description: `brand`, `category`, `max_rating`, `min_rating`, +19 more. Describe each one.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
top_expanding_operators74/100
- 15 of 19 params have no description: `limit`, `max_avg_rating`, `min_avg_rating`, `max_total_asins`, +11 more. Describe each one.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
xmkt_pricing_compare75/100
- 11 of 15 params have no description: `asin`, `brand`, `max_amazon_price`, `min_amazon_price`, +7 more. Describe each one.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
Already earned (3) ▾Already earned (3) ▴
✓Describe what it does+11
✓Give an install path+11
✓Link the source+6
These are structural checks, so the fixes are exact. See the full formula →
Add a badge to your README
[](https://socketcat.com/servers/com.webotee/amazon-product-research-mcp)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
Sign in to leave a reviewNo reviews yet. Be the first to say whether it worked.
Add to your client
Pick your client, copy, paste into its config. That's the whole setup.
~/.claude/claude_desktop_config.json
{
"mcpServers": {
"amazon_product_research": {
"command": "npx",
"args": [
"-y",
"amazon-product-research-mcp"
]
}
}
}▶ Try itlive against app.webotee.com
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.