A comprehensive TikTok data integration providing live access to creator profiles, video analytics, and trending market insights without manual scraping.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install tiktok-scraper
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install tiktok-scraper using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is CreatorCrawl?
CreatorCrawl is a robust data integration for Openclaw Skills that bridges the gap between AI agents and the TikTok ecosystem. It provides real-time access to 19 different endpoints, allowing developers and researchers to pull structured JSON data for profiles, video statistics, comments, and even AI-powered transcripts. Unlike traditional scraping methods, this skill utilizes a stable API to ensure high-fidelity data retrieval for social media monitoring and content analysis.
By incorporating this skill into your workflow, you can automate the discovery of trending hashtags, monitor creator performance, and perform deep-dive research into viral content. It is designed for high performance with no rate limits on paid tiers, making it an essential tool for high-scale social media intelligence and multi-agent AI research teams.
CreatorCrawl Use Cases
- Creator Auditing: Pulling deep analytics for specific TikTok handles, including follower growth and engagement rates.
- Trend Forecasting: Identifying surging songs and popular hashtags across specific industries like beauty, tech, or food.
- Sentiment Analysis: Exporting video comments to gauge public reaction to specific marketing campaigns or viral events.
- Content Localization: Using transcript and keyword search features to find regional content trends and translate insights for global markets.
How CreatorCrawl Works
- The user provides a TikTok handle, video URL, or search keyword as an input trigger.
- The skill authenticates with the CreatorCrawl API using a secure environment variable.
- A structured GET request is dispatched to the relevant endpoint (Profiles, Videos, Search, Trending, or Songs).
- The system receives a live JSON response containing detailed metadata, stats, or transcript text.
- If required, the skill handles pagination by passing cursors back to the API until the full dataset is retrieved.
CreatorCrawl Setup
To deploy this integration within your Openclaw Skills environment, follow these steps:
- Sign up for an API key at creatorcrawl.com.
- Export your API key to your local environment:
CreatorCrawl Data Schema & Taxonomy
The skill produces structured JSON outputs tailored to each endpoint. Data is organized into logical taxonomies as follows:
| Data Group | Key Attributes |
|---|---|
| Creator Profiles | user_id, nickname, followerCount, heartCount, verified status |
| Video Analytics | play_count, digg_count, share_count, comment_count, duration |
| Content | hashtags, music_info, transcripts (text), video dimensions |
| Search/Trends | aweme_list, trending_rank, surging_status, industry_category |
| Pagination | cursor, min_time, max_cursor |
CreatorCrawl Advanced Features
- AI-Powered Fallback: Automatically generates transcripts for videos under 2 minutes if native transcripts are unavailable.
- Regional Filtering: Target specific data from over 50 country codes to analyze localized market trends.
- Industry-Specific Discovery: Filter trending hashtags and creators by niches like tech, beauty, or food.
- Commercial Music Identification: Filter for songs specifically approved for business use in advertising.
- Detailed Interaction Tracking: Access nested comment replies and detailed author metadata for community mapping.
SKILL.md
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