Ecommerce Trends MCP

ai.trendsmcpPublished by trendsmcp.aiOfficial publisherv1.0.3Updated Oct 24, 2026

Product and category demand trend volume over time, with growth signals. Free key at trendsmcp.ai

The publisher's own server: Amazon Trends MCP

VerifiedStreamable HTTPWeb executableWeb Search & Scraping Data & Analytics Business & Commerce

Server details

Identifier: ai.trendsmcp/ecommerce
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 16, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified that this server's namespace belongs to trendsmcp.ai, which also runs its endpoint. That identifies the publisher; it does not make the server's tools safe.

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Overview

AI-generated overview

Remote MCP server that gives an assistant keyword demand trends, growth figures, top posts and trending boards across ecommerce and social sources.

What you can do: Get point-to-point growth for a keyword across one or more sources, with preset windows and 0-100 values plus volume when available
Pull full historical time series for one keyword and source, for charting or custom math
Fetch live top posts for a given hashtag on one social source
Read live top-trending boards for one feed type, such as Amazon Best Sellers, Google Trends, Top Websites, Substack or TikTok hashtags, with rank or rank-change sorting
Check plan, requests used and remaining quota, and reset timing
When to use it: Useful when you want an assistant to answer questions about product or category demand over time, compare keyword growth, or look up what is currently trending on ecommerce and social feeds without building your own data pipeline.
Requirements: A remote streamable HTTP endpoint; no local package or runtime. A bearer token sent in the Authorization header is required, obtained as a free API key from the provider's site. Network access to the provider's API.

Before you install

The API key is a secret passed in the Authorization header; keep it out of shared logs and transcripts. Requests count against a monthly plan quota, and some calls return plan-limit messages when rate limited or over quota. Trend data is fetched live from third-party sources and sent to the provider's service.

Installation

In SourceWeft

Open Ecommerce Trends MCP in the dashboard and add it to a workspace.
Connect Authorization token credentials. They are stored privately and never shown on public pages.
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/ai.trendsmcp%2Fecommerce/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": {
    "ecommerce-trends": {
      "type": "http",
      "url": "https://ecommerce.api.trendsmcp.ai/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

This repository has no README.

Tools

trends___get_growth

Get Growth

Point-to-point growth for a keyword on one or more sources. Each window is a preset string (12M, 3M, YTD, and the other listed periods). Values are on a 0-100 scale, plus absolute volume when available. Designed for growth questions; for charting or custom math, get_time_series provides the full series. app downloads and app rankings are keyword sources (Android bundle ID). They are not the App Store / Google Play live boards on get_top_trends. Returns a plan-limit message when the request is rate limited or the monthly quota is used up.

Parameterssourcerequiredkeywordrequiredpercent_growth

trends___get_time_series

Get Time Series

Full historical series for one keyword and one source (0-100 values, plus volume when available). Suited for charting or custom math. Live 'what's trending now' boards are on get_top_trends. get_growth answers most growth questions with less data. Returns a plan-limit message when the request is rate limited or the monthly quota is used up.

Parameterssourcerequiredkeywordrequired

trends___get_top_posts

Get Top Posts

Live top posts for one hashtag on one social source. Fetched live on every call; nothing is stored. For when the user already has a hashtag and wants the posts winning on it. get_top_trends ranks the hashtags themselves. Returns a plan-limit message when the request is rate limited or the monthly quota is used up.

Parameterslimitsourcerequiredkeywordrequired

trends___get_top_trends

Get Top Trends

Live top-trending board for exactly one feed type. No keyword. For 'Amazon Best Sellers by Category', 'Google Trends by Category', 'Top Websites', 'Substack by Category', and 'TikTok Trending Hashtags by Category', category selects the board. Default sort is current rank. Use sort='rank_change' for climbers vs a prior snapshot (window 1d, 3d, 7d, 14d, or 30d). If the requested board is not in the database yet (for example a country that is not collected on the schedule), the board is fetched live. App Store Top Free, App Store Top Paid, and Google Play are live store boards, not keyword lookups. App history is available via get_growth or get_time_series with source app downloads or app rankings and an Android bundle ID. Live boards are only available here, not via get_time_series. Returns a plan-limit message when the request is rate limited or the monthly quota is used up.

Parameterssorttyperequiredlimitoffsetwindowcountrycategory

trends___get_usage

Get Usage

Shows your plan, requests used this month, requests left, and when it resets. Free: does not use a request. Call it when the user asks about their limit or after a limit error. Need more? https://www.trendsmcp.ai/account#account

Takes no parameters.

Version history

v1.0.3LatestOct 21, 2026
v1.0.2Sep 16, 2026

Score

75% 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
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
License10 pts
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