trendtrack-mcp.github.io
TrendTrack MCP, reviewed independently: which ecommerce data it opens to Claude and ChatGPT, what the site states, and the checks to run before relying on it.
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GITHUB · launched Sep 21, 2026 · 15 upvotes (top 52%) · 1 view
Niche: model context protocol tools · 465 launches, 13 in the last 7 days ▼ -24% · Explore this niche →
Category and tags
- Retail & commerce
- Analytics & BI
- B2B
- AI feature
- Commercial product
- alternatives
- comparison
- review
- trendtrack-mcp
Visit website ↗ Source listing ↗
More like this: all 465 launches in model context protocol tools →
Could you build this?
Partial While the MCP server interface and dashboard UI are straightforward to vibe-code, maintaining reliable scrapers that bypass TikTok's aggressive anti-scraping and rate limits to track hashtag sweeps requires ongoing, specialized proxy and scraping infrastructure.
What it would actually take: Building a working version requires a Node.js/Python backend with an MCP server interface exposing tools to LLMs. The difficult challenge is scraping TikTok at scale without getting blocked, demanding rotating residential proxies, stealth headless browser pools (Playwright/Puppeteer with stealth plugins), reverse engineering TikTok API signatures (X-Bogus/MS-Token), and managing robust data parsing pipelines.
Competitors
Other products that read as similar to this one : 130 launches clear the similarity bar, closest 8 shown.
Attention rank: #57 of 131 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 307 days after the earliest competitor.
- TrendsFast · ph · 2026-10-31 · 3 upvotes · similarity 0.46
- Get MCP Ads · ph · 2026-09-29 · 1 upvotes · similarity 0.44
- meta-ads-mcp.github.io · github · 2026-09-21 · 11 upvotes · similarity 0.43
- ShopMCP · ph · 2026-09-08 · 1 upvotes · similarity 0.42
- PartsPlan · ph · 2026-11-01 · 1 upvotes · similarity 0.42
- CrawlRaven MCP · ph · 2026-09-30 · 169 upvotes · similarity 0.40
- Scispot MCP š§ Run Claude inside your governed lifescience lab data · yc · 2026-05-26 · 15 upvotes · similarity 0.40
- github-trending-tracking · github · 2026-10-27 · 22 upvotes · similarity 0.39
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.