Optimized Instagram Activity Management with Munliker

Looking for a way to mass unlike Instagram posts safely? Munliker (Massive Unliker) is an automated Instagram activity cleaner designed to help users remove likes without getting banned. Developed by @miabeyefendi, it uses Playwright and human behavior simulation to provide the most stealthy experience for cleaning your digital footprint.

🚀 Munliker: Advanced Stealth Instagram Unlike Bot | By: @miabeyefendi

TR | Türkçe Oku | Technical Tutorial

Munliker is a high-performance, human-mimicking Instagram activity cleaner.
Unlike traditional mass-unlike scripts that trigger Suspicious Activity flags, Munliker uses advanced behavioral simulation to safely clean your liked posts history while staying completely under Instagram’s radar.

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🔥 Why Munliker?

Traditional bots follow a predictable click–click–click pattern.
Munliker breaks this pattern by behaving like a real human on a real mobile device.

• 🕵️ Samsung Galaxy S24 Ultra Emulation
  Emulates a modern flagship device including screen resolution, touch behavior, and Android 14 user-agent strings.

• 🎭 Humanized Filler Actions
  Scrolls the home feed, watches Reels for random durations, and checks DMs between actions.

• 🔄 Smart Chronological Cleaning
  Automatically sorts liked posts from Oldest to Newest, allowing deep history cleanup first.

• ⏳ Dynamic Rate Limiting
  Uses randomized human-like delays instead of static timers.

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✨ Core Features

• Advanced Stealth
  Anti-bot detection bypass including navigator.webdriver mitigation.

• Session Persistence
  Saves authenticated sessions to cookies.json to avoid repeated logins.

• Autonomous Filtering
  Fully automates Instagram’s Sort & Filter interface.

• Detailed Logging
  Real-time console output with cycle plans and progress metrics.

• Safety First
  Built-in hourly limits to reduce account restriction risk.

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🛠️ Getting Started

Prerequisites

• Python 3.8+
• Playwright

Installation

Clone the repository:

git clone https://github.com/Miabeyefendi/munliker.git
cd munliker

Install dependencies:

pip install playwright
playwright install chromium

Launch the bot:

python main.py

Note:
On first run, a browser window will open for manual login.
Once you reach the Instagram home feed, the session is saved and automation begins.

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📖 Detailed Guides

• 📘 English Tutorial — TUTORIAL.md
  Deep dive into configuration, stealth logic, and behavior modeling.

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📈 Version History

v1.0.0

• Samsung Galaxy S24 Ultra profile support
• Automated Oldest → Newest filtering
• Human-like batch processing (Reels / DMs / Explore)
• Added finder.py and debug.py for advanced troubleshooting

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⚠️ Disclaimer & Safety

Munliker is developed for educational purposes only.
Automated interaction with Instagram violates their Terms of Service.

The developer is not responsible for bans or restrictions.

Pro Tip:
Keep MAX_UNLIKE_PER_HOUR under 30 and avoid running the bot continuously.

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🤝 Contributing

Contributions are welcome.

1. Fork the project
2. Create your feature branch:

   git checkout -b feature/AmazingFeature

3. Commit your changes:

   git commit -m "Add AmazingFeature"

4. Push to the branch:

   git push origin feature/AmazingFeature

5. Open a Pull Request

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👨‍💻 Author

Miabeyefendi

• GitHub: @Miabeyefendi
• Project: Munliker (Massive Unliker)

Developed with passion for privacy and automation.