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Grok Bot+18 agentsInstagram Scraper
Automated Instagram profile discovery and data extraction with stealth browser simulation and proxy support.
$8
Instagram Scraper
Example session with this skill installed
Scrape the Instagram profile for 'fitness_junkie_miami' and save the output as a JSON file including thumbnails.
- Read your context and instructions
- Compiled the instagram scraper
I have initiated the browser-based scraper for the requested profile. The session utilized stealth scripts to simulate human behavior and successfully bypassed the login wall. All profile metadata, engagement stats, and recent post thumbnails have been captured.
Profile Extraction Results
| Field | Value |
|---|---|
| Username | fitness_junkie_miami |
| Full Name | Alex Rivera |
| Influencer Tier | mid |
| Followers | 42,500 |
| Engagement Rate | 3.2% |
| Bio | Certified PT |
| Posts | 842 |
| Status | Scrape Successful |
{
"username": "fitness_junkie_miami",
"full_name": "Alex Rivera",
"bio": "Certified PT | Miami, FL | Fueling your daily grind 🌴",
"followers": 42500,
"following": 890,
"posts_count": 842,
"is_verified": false,
"is_private": false,
"influencer_tier": "mid",
"category": "fitness",
"location": "Miami",
"profile_pic_local": "thumbnails/fitness_junkie_miami/profile_882.jpg",
"post_engagement": [
{"post_url": "https://instagram.com/p/C3B1_x/", "likes": 1360, "comments": 42}
],
"scrape_timestamp": "2025-05-12T10:15:00"
}
Next steps
- View the full exported dataset in
data/output/fitness_junkie_miami.json. - Find downloaded images in the
thumbnails/fitness_junkie_miami/directory. - Run a discovery batch for similar profiles using the
--location "Miami" --category "fitness"flags.
Connects securely to your tools. The creator never sees your data.
About this skill
The problem
Manually identifying and extracting data from Instagram profiles is slow and prone to immediate IP bans. Scraping at scale requires handling complex browser fingerprinting and session persistence that standard HTTP requests cannot bypass.
What it does
- Automates profile discovery by location and category via browser simulation.
- Extracts verified stats, engagement metrics, bio data, and follower counts.
- Downloads profile and content thumbnails to local storage.
- Uses stealth scripts and human behavior patterns to evade bot detection.
- Resumes interrupted sessions using a built-in queue and deduplication system.
Frameworks & tools
Python 3, Playwright, Chromium, and Google Custom Search API. Supports residential proxy integration with Bright Data, IProyal, Storm Proxies, and NetNut.
Why this beats prompting it yourself
General LLMs cannot navigate live Instagram sessions or handle technical anti-scraping headers. This skill provides a pre-configured environment with fingerprinting evasion and proxy management that would take weeks to build and test from scratch.
Use cases
- Building influencer databases for specific marketing niches and cities.
- Monitoring competitor engagement rates and posting frequency.
- Gathering lead data for local businesses based on location tags.
- Archiving social media presence for brand audits.
Known limitations
Requires Python 3 and Chromium installed. Accounts with fewer than 1,000 followers are filtered by default but can be adjusted in the config.
Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills to Reverse Engineer and Scrape Websites.
Requires Python 3 and Chromium. Google Search API required for discovery phase. Residential proxies strongly recommended for high-volume scraping to avoid IP blocks.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before buying a skill.
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- Accounts
Duckduckgo
- Software
Python
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