App Store Trends MCP server

online · 100% uptime

by trendsmcp.ai·ai.trendsmcp/app-store·v1.0.7

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App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai

B84/100grade B

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If you have run it, two minutes of your experience saves the next person an afternoon.

App Store Trends MCP tools (6)

write = sends, deletes, buys or posts

trends___get_contextFree
What people are posting, reading and betting about a keyword right now. Returns recent posts, videos, news stories, discussions and prediction markets per source, with engagement (views, likes, score) and top comments. Use it to explain why something is trending or what the conversation says; get_time_series and get_growth measure how much. Costs 1 request per source. Returns a plan-limit message when the request is rate limited or the monthly quota is used up.
trends___get_growthFree
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.
trends___get_time_seriesFree
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.
trends___get_top_postsFree
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.
trends___get_top_trendsFree
Live top-trending board for exactly one feed type. No keyword. For 'Amazon Best Sellers by Category', 'Google Trends by Category', 'Pinterest Trending 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.
trends___get_usageFree
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.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings

–Code scanremote-only server, no package to scann/a
Live reliabilityremote reachable in 524ms20/20
Tool poisoning6 tool descriptions checked15/15
Auth qualityAPI key sent as a header8/15
Maintenancelast push 66 days ago12/15
Maintainer identityendpoint served from the registry-verified namespace domain8/10

Overall 84/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How App Store Trends MCP compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 84/100; higher than 78% of 2,174 E-commerce servers
Tools: 6; the typical E-commerce server has 6
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
Uptime: 100%; of our recent checks; the typical remote E-commerce server answers 100%
Response time: 186 ms; faster than 71% of 1,527 E-commerce servers

What its tools let an agent do: 6 read

Release history: 2 versions in the registry since 2026-08-18, latest 2026-10-21, typically one every 64 days.

Install App Store Trends MCP in Claude Code, Cursor or VS Code

claude mcp add --transport http app-store https://app-store.api.trendsmcp.ai/mcp

Add to Cursor

What the publisher says

From the App Store Trends MCP repository's README, as published. We do not edit it. Read it on GitHub

app-store-trends-mcp

App download trends as an MCP tool. Plug into Claude, Cursor, or any MCP-compatible AI host. Weekly series, growth percentages, and live top charts.

Powered by trendsmcp.ai — one API key, one client, 30+ data sources: Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, App Store, Steam, npm, news volume, news sentiment, live trending feeds, and more. No separate credentials per platform.

Get your free API key → trendsmcp.ai — 100 free requests/month, no credit card.

📖 Full API docs → trendsmcp.ai/docs

Updated for 2026. Works with Python 3.8 through 3.13.

Quick install

Same four clients as the site hero. Get a free key first (100 req/mo). Claude and ChatGPT sign you in with OAuth. Cursor and VS Code: click, then put your key from /account if the deeplink used a placeholder.

Then ask: Using TrendsMCP, what's trending on Google right now?

Use as an MCP tool

Add to your mcp.json (Claude Desktop, Cursor, Windsurf, VS Code, or any MCP host):

{
  "mcpServers": {
    "trends-mcp": {
      "url": "https://api.trendsmcp.ai/mcp",
      "transport": "http",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Get your free key at trendsmcp.ai. Full setup instructions for Claude, Cursor, Windsurf, and VS Code at trendsmcp.ai/docs.

No scraping. No 429 errors. No proxies.

If you have used pytrends or similar scrapers before, you know the problems: random 429 Too Many Requests blocks, broken pipelines at 2am, time.sleep() hacks, proxy rotation costs, and a library that is now archived because Google explicitly flags scrapers at the protocol level.

trendsmcp is the managed alternative. We run the data infrastructure. You call a REST endpoint.

pytrends alternative for App Store data

Install

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Grade history

2026-11-03downgradeA → Bscore 84

App Store Trends MCP: common questions

Is App Store Trends MCP server safe?: Mostly: it is graded B (84/100). Read the App Store Trends MCP safety report
How do I install App Store Trends MCP?: It runs remotely at app-store.api.trendsmcp.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does App Store Trends MCP need an API key?: Yes. The registry entry asks for Authorization.
Is App Store Trends MCP maintained?: The last commit was 67 days ago (2026-08-29). The latest release is v1.0.7.
Is App Store Trends MCP up?: 100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of App Store Trends MCP?: Servers from other publishers that do the same job: AsoBeast MCP server, Storeshots MCP server and Steam MCP Server.
How does App Store Trends MCP compare with other E-commerce MCP servers?: safety score 84/100 (higher than 78% of 2,174 E-commerce servers); tools 6 (the typical E-commerce server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to App Store Trends MCP

Same job from other publishers: the closest match first, then the best rated.

AsoBeast
App Store and Google Play ASO: keyword rankings, competitors, reviews, audits and an action queue.
not reviewed
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Storeshots
Render store-ready App Store and Google Play screenshots: device frames, headlines, exact sizes.
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Steam MCP Server
Steam store/game data (no key) plus player profiles, libraries and achievements (Steam Web API).
not reviewed
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Storelift
App Store & Google Play keyword ranks, rivals, reviews and AI visibility. Free plan included.
not reviewed
Growing
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Vectros AI
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
not reviewed
Growing
B

Run it through the gateway

With the gateway added, ask your agent for it by name:

agent prompt

call ai.trendsmcp/app-store → trends___get_context

Free per call. Metered, capped by your key, logged for reliability.

Add the gateway (gw.mcp.market)

Rating: —
Safety grade: B · 84/100
Stars: 0
Downloads/wk: –
Price: Free
Licence: MIT
Transport: Remote
Uptime: 100% · 28/28 checks
Version: 1.0.7
Category: E-commerce
Last release: 2026-08-29

Endpoint

https://app-store.api.trendsmcp.ai/mcp

streamable-http

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