Scrapling
VerifiedAdaptive web scraping framework for effortless data extraction.
What is the Scrapling MCP server?
Scrapling supports multiple fetchers including StealthyFetcher and DynamicFetcher for reliable data collection under the radar. It features an adaptive selection system that saves and recovers elements even after site redesigns.
The spider architecture allows scaling to multi-session crawls with pause/resume functionality, real-time stats, and streaming output, all accessible via a simple Python API.
Install & connect
Add this to your MCP client config. Pick your client below and copy.
{
"mcpServers": {
"Scrapling": {
"command": "uvx",
"args": [
"scrapling"
]
}
}
}Package: scrapling (pypi)
Other ways to install
pip
pip install scraplingExample prompts
Once connected, try asking your AI client:
Security & permissions
Runs locally via stdio with no API keys required. Needs network access for web fetching and a Python environment with the Scrapling package installed.
What you can do with Scrapling
E-commerce monitoring
Track product prices and availability on sites that frequently update layouts using adaptive CSS selectors.
Large-scale crawling
Run concurrent spiders with automatic proxy rotation and pause/resume for extensive data collection jobs.
Anti-bot bypassing
Fetch protected pages using StealthyFetcher or DynamicFetcher without additional configuration.
How to use Scrapling
- 1Install Scrapling via pip in your Python environment
- 2Configure the MCP server entrypoint using the stdio transport
- 3Add the server to your MCP client configuration file
- 4Restart the client and verify the connection
- 5Use natural language prompts to trigger scraping tasks
Scrapling: pros & cons
Pros
- +Adaptive parsing survives website changes automatically
- +Built-in bypass for common anti-bot protections
- +Scalable spider framework with proxy and session management
- +Fast performance with real-time stats and streaming support
Cons
- –Primarily a Python library requiring code familiarity
- –MCP integration details are in separate documentation
- –Stealth features may need tuning for specific targets
Frequently asked questions
No, it operates locally and uses no external API keys.
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