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Amazon Trends API

by trendsapi-aiversion 1.0.2i★ –iRuns in the cloud
Registry nameai.trendsapi/amazon

Install

Overview

Description from the maker (original English)

Amazon product search volume and best-seller trends. Free key at trendsapi.ai

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Search & AI memory
  • You need to fill in: Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • You fill in yourself: Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http amazon https://amazon.api.trendsapi.ai/mcp --header 'Authorization: your-value'

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "amazon": {
      "url": "https://amazon.api.trendsapi.ai/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "amazon": {
      "type": "http",
      "url": "https://amazon.api.trendsapi.ai/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • Authorization secret required HTTP header
    Bearer token. Get your free API key at https://trendsapi.ai

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain trendsapi.ai (the registry checks domain ownership)

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 7223 servers in this category
  • Published to the registry more recently than 71% of the other 7223 servers in this category
  • Basic checks equal to or better than 100% of the other 7223 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Amazon Trends API safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.2) reached the registry 15 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated 3 days ago
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 44 days ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Amazon product-search demand API

Amazon search interest and bestseller feeds via the Trends API. Ecommerce research without scrapers.

Key: trendsapi.ai/#get-key. HTTP contract and every source: trendsapi-ai/trendsapi.

Authentication

pip install trendsapi-amazon

export TRENDSAPI_KEY=your_key

Python 3.9+. Same key as the HTTP API.

from trendsapi_amazon import TrendsAPI

client = TrendsAPI() # TRENDSAPI_KEY

client = TrendsAPI(api_key="YOUR_KEY")

Keyword helpers default to source: "amazon". Pass source= to hit any other platform with the same client. Official full client (every source, no preset): trendsapi.

Methods

MethodREST modeReturns
get_time_series(keyword, source=, data_mode=)get_time_serieslist[TrendsDataPoint]
get_growth(keyword, percent_growth=, source=, data_mode=)get_growthGetGrowthResponse
get_live(limit=, offset=, category=)get_top_trendsGetTopTrendsResponse
get_top_trends(type=, ...)get_top_trendsGetTopTrendsResponse

source is lowercase (amazon). type is exact (Amazon Best Sellers Top Rated). Mixing them is a 400.

from trendsapi_amazon import TrendsAPI

client = TrendsAPI() # TRENDSAPI_KEY

client = TrendsAPI(api_key="YOUR_KEY")

series = client.get_time_series("standing desk") print(series[-1].date, series[-1].value)

growth = client.get_growth("standing desk", percent_growth=["3M", "12M"]) print(growth.results[0].growth, growth.results[0].direction)

hot = client.get_live(limit=10) print(hot.data) # [[1, "..."], ...]

get_time_series

points = client.get_time_series("standing desk")

Each point:

FieldAlwaysMeaning
dateyesYYYY-MM-DD
valueyes0-100 index for this series
keywordyesEcho
volumenoAbsolute volume when available
source or datatypenoPipeline label

Python returns list[TrendsDataPoint]. Use .date and .value, not ["date"]. JS returns the same fields as object properties.

get_growth

g = client.get_growth("standing desk", percent_growth=["12M", "3M", "YTD"])

print(g.results[0].growth, g.results[0].direction)

percent_growth default: ["12M"]. Presets: 7D 14D 30D 1M 2M 3M 6M 9M 12M/1Y 18M 24M/2Y 36M/3Y 48M 60M/5Y MTD QTD YTD. Custom: {"name": "Launch", "recent": "2024-06-01", "baseline": "2024-01-01"}.

FieldMeaning
search_termKeyword
data_sourceSource
resultsOne object per window (period, growth, direction, dates, values)
metadataCounts / success flag

Several windows still count as one request. Python: growth.results[0].growth. JS: growth.results[0].growth.

get_live

hot = client.get_live(limit=10)
FieldMeaning
as_of_tsSnapshot time
typeFeed name
limit, offset, countPagination
data[rank, label] rows

Python: hot.data. JS: hot.data. Optional offset= and category= (Amazon Best Sellers by Category, Top Websites only).

Async

import asyncio

from trendsapi_amazon import AsyncTrendsAPI

async def main(): c = AsyncTrendsAPI() return await asyncio.gather( c.get_time_series("standing desk"), c.get_time_series("standing desk", source="google search"), )

asyncio.run(main())

Each 200 is one billed request.

Pandas

from dataclasses import asdict

import pandas as pd from trendsapi_amazon import TrendsAPI

df = pd.DataFrame(asdict(p) for p in TrendsAPI().get_time_series("standing desk")) df["date"] = pd.to_datetime(df["date"]) print(df.set_index("date")["value"].resample("ME").mean().tail())

JavaScript / TypeScript

npm install trendsapi-amazon

Node 18+, Deno, Bun, Workers. Same API key. Field tables above apply.

Methods
MethodREST modeReturns
getTimeSeries(keyword, { source, data_mode })get_time_seriesweekly points
getGrowth(keyword, { percent_growth, source, data_mode })get_growthgrowth object
getLive({ limit, offset, category })get_top_trendslive feed
getTopTrends({ type, ... })get_top_trendslive feed
import { TrendsAPI } from "trendsapi-amazon";

const client = new TrendsAPI({ apiKey: process.env.TRENDSAPI_KEY! }); const series = await client.getTimeSeries("standing desk"); console.log(series.at(-1)?.date, series.at(-1)?.value);

const growth = await client.getGrowth("standing desk", { percent_growth: ["3M", "12M"], }); console.log(growth.results[0].growth, growth.results[0].direction);

const live = await client.getLive({ limit: 10 }); console.log(live.data); // [[1, "..."], ...]

Call (curl)

FieldValue
EndpointPOST https://api.trendsapi.ai/api
AuthAuthorization: Bearer $TRENDSAPI_KEY
Historysource: amazon with get_time_series or get_growth
KeywordProduct phrase, e.g. standing desk
Live typeAmazon Best Sellers Top Rated, Amazon Best Sellers by Category
curl -sS -X POST https://api.trendsapi.ai/api \

-H "Authorization: Bearer $TRENDSAPI_KEY" \ -H "Content-Type: application/json" \ -d '{"mode":"get_time_series","source":"amazon","keyword":"standing desk"}'

Source notes

  • value is a 0-100 search-interest index, not units sold.
  • Feeds answer what is selling now. Keyword series answer what is searched.
  • Google Shopping is a different source (google shopping).

Errors

HTTPClient
200Parsed payload. Python dataclasses / JS typed objects
400Raises. Fix source or type spelling
401Raises. Check TRENDSAPI_KEY
404Raises. No series for that keyword. Do not retry
429Raises. Quota
5xxClient retries, then raises

The HTTP body field is a JSON string. SDKs decode it. Raw curl must parse body a second time.

Site: https://trendsapi.ai/trends/amazon-trends.

License

MIT. See LICENSE.

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