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amazon-product-research-mcp

risk_assessment

Read-only

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 range and fulfillment FBA/FBM/Amazon), unauthorized seller list (≤10), and 1-3 recommended actions. Use for 'flag risk events on my brand' or 'is this ASIN risky?' style prompts.

Input Schema

NameRequiredDescriptionDefault
asinNo
daysNoLookback window for MAP events. Default 30.
brandNo
kind_inNoComma-separated flagged-event kinds to keep (e.g. map_violations,amazon_dominated).
max_countNo
max_priceNo
min_countNo
min_priceNo
severity_inNoComma-separated severities to keep (high/medium/low).
buybox_sellerNoExact offending buy-box seller (case-insensitive).
event_date_toNo
product_brandNoExact product brand (case-insensitive).
fulfillment_inNoComma-separated FBA/FBM/AMZ to keep.
marketplace_idNo1 = Amazon UK, 2 = Amazon US (default), 4 = Amazon CA, 5 = Amazon AU, 6 = Amazon DE, 7 = Amazon JP, 8 = Amazon IT, 9 = Amazon FR, 10 = Amazon ES, 11 = Amazon MX, 12 = Amazon BR
event_date_fromNoYYYY-MM-DD.
max_listed_priceNo
min_listed_priceNo
buybox_seller_containsNo
product_brand_containsNo
product_title_containsNo
max_fulfillment_amz_dom_pctNo
max_fulfillment_fba_pen_pctNo
min_fulfillment_amz_dom_pctNo
min_fulfillment_fba_pen_pctNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / marketplace_id / description
      Previous value: -"1 = Amazon UK, 2 = Amazon US (default), 4 = Amazon CA, 5 = Amazon AU, 6 = Amazon DE"New value: +"1 = Amazon UK, 2 = Amazon US (default), 4 = Amazon CA, 5 = Amazon AU, 6 = Amazon DE, 7 = Amazon JP, 8 = Amazon IT, 9 = Amazon FR, 10 = Amazon ES, 11 = Amazon MX, 12 = Amazon BR"
  2. Changed1 schema field changed
    • changedInput schema / properties / marketplace_id / description
      Previous value: -"1 = Amazon UK, 2 = Amazon US (default)"New value: +"1 = Amazon UK, 2 = Amazon US (default), 4 = Amazon CA, 5 = Amazon AU, 6 = Amazon DE"
  3. First observed

TDQS

B3.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare the read-only, non-destructive, closed-world profile, so the bar is lower. The description adds real behavioral context beyond that: result caps (≤10 events, ≤10 sellers), the 0-100 score range, the 10%-below-usual price-drop definition, and the exact fields each event carries.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose is front-loaded, which is good, but the rest is a single sprawling sentence with a nested definition of a MAP event. The heavy parenthetical earns some of its length by defining the event, yet the overall structure is dense and hard to scan.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 24-parameter tool with no output schema, the description does well on return contents but leaves the parameter surface largely undocumented. It also never clarifies that zero parameters are required or that at least one of asin/brand must be supplied, a meaningful gap for an agent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 33% across 24 parameters, so the description is expected to compensate but does not. Numerous filters (min/max_price, min/max_count, max_listed_price, the fulfillment percentage bounds, title/brand contains variants) are unexplained in both schema and description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('risk + protection assessment for an ASIN or brand') and enumerates the outputs (composite score, MAP events, unauthorized sellers, recommended actions). It is much more concrete than a bare name, though it never distinguishes itself from overlapping siblings like brand_under_attack, map_violations_today, or unauthorized_sellers.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Offers two example prompts ('flag risk events on my brand', 'is this ASIN risky?') that imply when to reach for it. However, it gives no when-not guidance and never routes the agent away from the near-identical sibling tools, leaving overlap unresolved.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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