Skill: arulmozhiv/tiktok-scraper-2 (version 0.1.0)

# TikTok Profile Scraper A browser-based TikTok profile discovery and scraping tool. > Part of **[ScrapeClaw](https://www.scrapeclaw.cc/)** — a suite of production-ready, agentic social media scrapers for Instagram, YouTube, X/Twitter, TikTok, and Facebook built with Python & Playwright, no API keys required. ```yaml --- name: tiktok-scraper description: Discover and scrape TikTok profiles from your browser. emoji: 🎵 version: 1.0.0 author: influenza tags: - tiktok - scraping - social-media - influencer-discovery metadata: clawdbot: requires: bins: - python3 - chromium config: stateDirs: - data/output - data/queue - thumbnails outputFormats: - json - csv --- ``` ## Overview This skill provides a two-phase TikTok scraping system: 1. **Profile Discovery** 2. **Browser Scraping** ## Features - 🔍 - Discover TikTok profiles by location and category - 🌐 - Full browser simulation for accurate scraping - 🛡️ - Browser fingerprinting, human behavior simulation, and stealth scripts - 📊 - Profile info, stats, video thumbnails, and engagement data - 💾 - JSON/CSV export with downloaded thumbnails - 🔄 - Resume interrupted scraping sessions - ⚡ - Auto-skip private accounts, low followers, empty profiles - 🌍 - Built-in residential proxy support with 4 providers #### Getting Google API Credentials (Optional) 1. Go to [Google Cloud Console](https://console.cloud.google.com/) 2. Create a new project or select existing 3. Enable "Custom Search API" 4. Create API credentials → API Key 5. Go to [Programmable Search Engine](https://programmablesearchengine.google.com/) 6. Create a search engine with `tiktok.com` as the site to search 7. Copy the Search Engine ID ## Usage ### Agent Tool Interface For OpenClaw agent integration, the skill provides JSON output: ```bash # Discover profiles (returns JSON) discover --location "Miami" --category "dance" --output json # Scrape single profile (returns JSON) scrape --username charlidamelio --output json ``` ## Output Data ### Profile Data Structure ```json { "username": "example_creator", "full_name": "Example Creator", "nickname": "Example", "bio": "Dance creator | NYC 💃", "bio_link": "https://example.com", "followers": 250000, "following": 800, "likes": 5000000, "videos_count": 120, "is_verified": false, "is_private": false, "influencer_tier": "macro", "category": "dance", "location": "New York", "profile_url": "https://www.tiktok.com/@example_creator", "profile_pic_local": "thumbnails/example_creator/profile_abc123.jpg", "content_thumbnails": [ "thumbnails/example_creator/content_1_def456.jpg", "thumbnails/example_creator/content_2_ghi789.jpg" ], "video_views": [ {"display": "1.2M", "count": 1200000}, {"display": "500K", "count": 500000} ], "scrape_timestamp": "2026-03-02T14:30:00" } ``` ### Influencer Tiers | Tier | Follower Range | |-------|-------------------| | nano | < 1,000 | | micro | 1,000 - 10,000 | | mid | 10,000 - 100,000 | | macro | 100,000 - 1M | | mega | > 1,000,000 | ### File Outputs - **Queue files**: `data/queue/{location}_{category}_{timestamp}.json` - **Scraped data**: `data/output/{username}.json` - **Thumbnails**: `thumbnails/{username}/profile_*.jpg`, `thumbnails/{username}/content_*.jpg` - **Export files**: `data/export_{timestamp}.json`, `data/export_{timestamp}.csv` ## Configuration Edit `config/scraper_config.json`: ```json { "proxy": { "enabled": false, "provider": "brightdata", "country": "", "sticky": true, "sticky_ttl_minutes": 10 }, "google_search": { "enabled": true, "api_key": "", "search_engine_id": "", "queries_per_location": 3 }, "scraper": { "headless": false, "min_followers": 1000, "download_thumbnails": true, "max_thumbnails": 6 }, "cities": ["New York", "Los Angeles", "Miami", "Chicago"], "categories": ["fashion", "beauty", "fitness", "food", "travel", "tech", "comedy", "dance", "music", "gaming"] } ``` ## Filters Applied The scraper automatically filters out: - ❌ Private accounts - ❌ Accounts with < 1,000 followers (configurable) - ❌ Accounts with no videos - ❌ Non-existent/removed accounts - ❌ Already scraped accounts (deduplication) ## Troubleshooting ### No Profiles Discovered - Check Google API key and quota - Verify Search Engine ID is configured for tiktok.com - Try different location/category combinations ### Rate Limiting - Reduce scraping speed (increase delays in config) - Run during off-peak hours - **Use a residential proxy** (see below) ### CAPTCHA / Bot Detection - TikTok has aggressive bot detection — residential proxies are strongly recommended - The built-in anti-detection handles fingerprinting and stealth automatically - If you see CAPTCHAs, try running in non-headless mode and solve them manually --- ## 🌐 Residential Proxy Support ### Why Use a Residential Proxy? Running a scraper at scale **without** a residential proxy will get your IP blocked fast. Here's why proxies are essential for long-running scrapes: | Advantage | Description | |-----------|-------------| | **Avoid IP Bans** | Residential IPs look like real household users, not data-center bots. TikTok is far less likely to flag them. | | **Automatic IP Rotation** | Each request (or session) gets a fresh IP, so rate-limits never stack up on one address. | | **Geo-Targeting** | Route traffic through a specific country/city so scraped content matches the target audience's locale. | | **Sticky Sessions** | Keep the same IP for a configurable window (e.g. 10 min) — critical for maintaining a consistent browsing session. | | **Higher Success Rate** | Rotating residential IPs deliver 95%+ success rates compared to ~30% with data-center proxies on TikTok. | | **Long-Running Scrapes** | Scrape thousands of profiles over hours or days without interruption. | | **Concurrent Scraping** | Run multiple browser instances across different IPs simultaneously. | ### Recommended Proxy Providers We have affiliate partnerships with top residential proxy providers. Using these links supports continued development of this skill: | Provider | Best For | Sign Up | |----------|----------|---------| | **Bright Data** | World's largest network, 72M+ IPs, enterprise-grade | 👉 [**Get Bright Data**](https://get.brightdata.com/o1kpd2da8iv4) | | **IProyal** | Pay-as-you-go, 195+ countries, no traffic expiry | 👉 [**Get IProyal**](https://iproyal.com/?r=ScrapeClaw) | | **Storm Proxies** | Fast & reliable, developer-friendly API, competitive pricing | 👉 [**Get Storm Proxies**](https://stormproxies.com/clients/aff/go/scrapeclaw) | | **NetNut** | ISP-grade network, 52M+ IPs, direct connectivity | 👉 [**Get NetNut**](https://netnut.io?ref=mwrlzwv) | ### Setup Steps #### 1. Get Your Proxy Credentials Sign up with any provider above, then grab: - **Username** (from your provider dashboard) - **Password** (from your provider dashboard) - **Host** and **Port** are pre-configured per provider (or use custom) #### 2. Configure via Environment Variables ```bash export PROXY_ENABLED=true export PROXY_PROVIDER=brightdata # brightdata | iproyal | stormproxies | netnut | custom export PROXY_USERNAME=your_user export PROXY_PASSWORD=your_pass export PROXY_COUNTRY=us # optional: two-letter country code export PROXY_STICKY=true # optional: keep same IP per session ``` #### 3. Provider-Specific Host/Port Defaults These are auto-configured when you set the `provider` name: | Provider | Host | Port | |----------|------|------| | Bright Data | `brd.superproxy.io` | `22225` | | IProyal | `proxy.iproyal.com` | `12321` | | Storm Proxies | `rotating.stormproxies.com` | `9999` | | NetNut | `gw-resi.netnut.io` | `5959` | Override with `PROXY_HOST` / `PROXY_PORT` env vars if your plan uses a different gateway. #### 4. Custom Proxy Provider For any other proxy service, set provider to `custom` and supply host/port manually: ```json { "proxy": { "enabled": true, "provider": "custom", "host": "your.proxy.host", "port": 8080, "username": "user", "password": "pass" } } ``` ### Running the Scraper with Proxy Once configured, the scraper picks up the proxy automatically — no extra flags needed: ```bash # Discover and scrape as usual — proxy is applied automatically python main.py discover --location "Miami" --category "dance" python main.py scrape --username charlidamelio # The log will confirm proxy is active: # INFO - Proxy enabled: <ProxyManager provider=brightdata enabled host=brd.superproxy.io:22225> ``` ### Using the Proxy Manager Programmatically ```python from proxy_manager import ProxyManager # From config (auto-reads config/scraper_config.json) pm = ProxyManager.from_config() # From environment variables pm = ProxyManager.from_env() # Manual construction pm = ProxyManager( provider="brightdata", username="your_user", [REDACTED_SECRET]", country="us", sticky=True ) # For Playwright browser context proxy = pm.get_playwright_proxy() # → {"server": "http://brd.superproxy.io:22225", "username": "user-country-us-session-abc123", "password": "pass"} # For requests / aiohttp proxies = pm.get_requests_proxy() # → {"http": "[REDACTED_SECRET]", "https": "[REDACTED_SECRET]"} # Force new IP (rotates session ID) pm.rotate_session() # Debug info print(pm.info()) ``` ### Best Practices for Long-Running Scrapes 1. **Use sticky sessions** — TikTok requires consistent IPs during a browsing session. Set `"sticky": true`. 2. **Target the right country** — Set `"country": "us"` (or your target region) so TikTok serves content in the expected locale. 3. **Combine with existing anti-detection** — This scraper already has fingerprinting, stealth scripts, and human behavior simulation. The proxy is the final layer. 4. **Rotate sessions between batches** — Call `pm.rotate_session()` between large batches of profiles to get a fresh IP. 5. **Use delays** — Even with proxies, respect `delay_between_profiles` in config to avoid aggressive patterns. 6. **Monitor your proxy dashboard** — All providers have dashboards showing bandwidth usage and success rates.


Security scan verdicts — ClawScan: malicious | static analysis: clean | VirusTotal: clean | SkillSpector:  ()