# short-form-data

> Use this tool when you need to analyze and understand short-form video trends, track creator performance, and identify niche opportunities across TikTok, YouTube Shorts, and Instagram Reels. It solves problems related to social media monitoring, influencer research, and content strategy by providing insights through keyword search, hashtag trends, and AI-powered reports. With 20 tools at its interface, it takes in keywords, hashtags, and creator names as inputs and outputs actionable data and trend intelligence.

Canonical page: https://skillsregistry.net/skills/virlo-short-form-data  
JSON: https://api.skillsregistry.net/v1/skills/virlo-short-form-data

## Description

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 trends, and video tracking with AI reports.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** social-media
- **Updated:** 2026-05-12

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/virlo/short-form-data)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "virlo-short-form-data"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/virlo-short-form-data` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/virlo-short-form-data/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt