Asinrating

com.asinratingPublished by asinrating.comOfficial publisherv1.0.0Updated Nov 4, 2026

Read-only Amazon shopping intelligence: Top-100 BSR, product profiles, price history, comparisons.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Read-only Amazon US shopping intelligence: Top-100 bestseller lists, product profiles, price history, comparisons and live page scrapes.

What you can do
  • List Amazon US categories and subcategories, and pull Top-100 Best Sellers Rank lists for them
  • Get structured category briefs covering market overview, considerations, gotchas and keywords
  • Look up product profiles with specs, ratings, price, trend, dimension scores, facts check, red flags and sentiment
  • Search products by keyword with sorting and data-maturity tiers, and compare two to five products side by side
  • Fetch price, 180-day price change history, or a live page scrape for current price, stock, Buy Box seller and reviews
When to use it
Useful when an assistant needs to answer Amazon US shopping questions: what sells in a category, how a product is rated, whether now is a good time to buy, or how several products compare. It is aimed at neutral, fact-based product research rather than purchasing.
Requirements
A remote streamable HTTP endpoint; no package, environment variables or headers are declared. No authentication is declared, and the data covers the Amazon US market only.
Before you install
The live scrape tool calls a real-time endpoint and takes roughly 15 to 30 seconds per request, and results carry a data_as_of timestamp and is_stale flag that should be checked. Price history is a stored snapshot, not a real-time feed. Data is limited to Amazon US and is presented as neutral guidance, not a purchase recommendation.

Installation

In SourceWeft

  1. Open Asinrating in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.asinrating%2Fasinrating/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "asinrating": {
      "type": "http",
      "url": "https://asinrating.com/mcp"
    }
  }
}

Tools

10

list_categories

List Categories

List top-level Amazon US product categories and their subcategories covered by this service (US market only).

Takes no parameters.

get_top100

Get Top-100 BSR

Get the Amazon US Top-100 Best Sellers Rank list for a product category (US market only). Pass exactly one of: category_id (a top-level category slug from list_categories, e.g. "pet-supplies") or subcategory_id (a numeric subcategory node id from list_categories, e.g. "3742171"). Omitting both returns an error.

Parameterscategory_idsubcategory_id

get_category_brief

Get Category Brief

Get a structured brief for a category: market overview, considering factors, gotchas, common questions, needs, and keywords.

Parameterscategory_idrequired

get_product

Get Product Profile

Get a product's full profile: specs, full description, feature bullets, ratings, price, trend, dimension scores/percentiles, three-source facts check, red-flag signals, and sentiment. profile.full_description carries the complete listing description paragraph when available in the source listing; otherwise it is null (specifications and feature_bullets remain present).

Parametersasinrequired

search_products

Search Products

Search for candidate products matching a query, each with a data-maturity tier. query: 1-8 space-separated plain words (no SQL/special chars). category_id: optional top-level category slug from list_categories (e.g. "pet-supplies"). sort (enum): price_asc | price_desc | rating_desc | review_count_desc. Omit for relevance order. Filters: min_price / max_price in USD (floats), min_rating on a 0-5 scale. Invalid values return an error listing the allowed enum.

Parameterssortqueryrequiredmax_pricemin_pricemin_ratingcategory_id

compare_products

Compare Products

Compare two to five products side-by-side across dimensions. asins: a list of 2-5 valid ASINs (10-char alphanumeric, e.g. "B08N5WRWNW"). Fewer than 2 or more than 5 items returns an error.

Parametersasinsrequired

request

Request Data

Fetch structured data by URL or ASIN with optional field filters. Pass either url (an Amazon product page URL) or asin (10-char alphanumeric). fields (optional enum): profile | price | trend | ratings | competitiveness | seller | facts_check | red_flags | sentiment | data_limitations. live (optional, default false): when true, additionally hits a live data endpoint (~15-30s) and appends a "live" block with the freshest price, stock, Buy Box seller, rating, and review count, plus data_as_of and is_stale flags. Unknown field values return an error with the full list of allowed fields.

Parametersurlasinlivefields

get_price

Get Price

Get a product's latest price and product-page link.

Parametersasinrequired

get_price_change

Get Price Change

Get a product's 180-day price change summary from recorded history: current price, 180-day low/high/average, sample count, and where the current price sits among its own recorded observations. Answers "is now a good time to buy" style questions from historical data; it is a stored snapshot, not a real-time quote (call scrap_page for live price).

Parametersasinrequired

scrap_page

Scrape Page Live

Scrape a product page in real time via a live data endpoint (~15-30s) for the latest price, stock, Buy Box seller, rating, and review count. The response carries data_as_of (when the platform observed the data) and an is_stale flag for freshness judgment.

Parametersurlasin

Version history

1
  1. v1.0.0LatestNov 4, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.