Trust score
45/100
MarketNow Registry / Search / virlo/short-form-data
virlo/short-form-data
Short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels. 20 tools including keyword search, niche monitoring, creator analysis, hashtag
Search
v0.0.0
by virlo
Install risk
Runs registry code
Source
smithery
Indexed
2026-09-10
Install
$ npx -y @smithery/cli@latest install virlo/short-form-dataInstalling via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.
How MarketNow scored this
Sentinel Index Heuristics — a security-first estimate from public signals:
- Package age and release activity (stale repositories lose points)
- Verified adoption: registry downloads or GitHub stars, not follower counts
- Typosquat distance against the 150 most-installed MCP packages
- Injection markers scanned in the package description
Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.
What is virlo/short-form-data?
Short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels. 20 tools including keyword search, niche monitoring, creator analysis, hashtag Indexed by MarketNow with trust 45/100 (Runs registry code).
How do I install it?
Run $ npx -y @smithery/cli@latest install virlo/short-form-data Installing via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.
What does the trust score mean?
Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. virlo/short-form-data scores 45/100.