apify-mcp-server
★ 12.6k
vs
Scrapling
★ 89.2k
apify-mcp-server vs Scrapling
apify-mcp-server: The Apify Model Context Protocol (MCP) server enables AI agents to extract data from various websites using thousands of ready-made scrapers and automation tools from the Apify Store. It also supports OAuth for easy connection from clients like Claude.ai or Visual Studio Code using just a URL.; Scrapling: Scrapling is an adaptive Python web scraping framework designed for effortless data extraction from the modern web, capable of handling everything from single requests to full-scale, concurrent crawls. It features advanced anti-bot bypass, intelligent element relocation, and comprehensive session management with built-in proxy rotation and AI integration.
Editorial Head-to-Head Analysis
apify-mcp-server relies on managed cloud scrapers and residential proxy pools; Scrapling is a free local Python library with undetectable fingerprinting.
01
TL;DR
apify-mcp-serverBrowser Automation · ★ 12.6k
When to choose:
- You want AI agents to invoke thousands of battle-tested cloud scrapers from the Apify Store (social media, Google Maps, Amazon, real estate).
- You want serverless data extraction with managed proxy pools and anti-bot bypass without maintaining local browser clusters.
When to skip:
- You are scraping simple static sites without anti-bot blocks where free local libraries (Scrapling, Crawl4AI) are more cost-effective.
- Strict data compliance prevents sending scraping target URLs and credentials through external third-party cloud infrastructure.
ScraplingBrowser Automation · ★ 89.2k
When to choose:
- You need an ultra-fast, adaptive Python web scraping engine that handles modern anti-bot challenges (Cloudflare, fingerprinting) effortlessly.
- You want flexible fetchers ranging from lightweight HTTP to full headless browsers with intelligent element extraction.
When to skip:
- You need a full-blown mobile app automation framework; mobile-mcp covers iOS and Android devices.
- You need an enterprise distributed crawling queue with persistent database scheduling out of the box.
02
Side-by-Side Comparison
Field
apify-mcp-serverScraplingCategory
Browser Automation
Browser Automation
Stars
★ 12.6k
★ 89.2k
License
MIT
BSD-3-Clause
Install Command
npx @apify/actors-mcp-server
pip install scrapling
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
AI Agents, Data Extraction, Web Scraping
Web Scraping, Python, Crawler Framework
03
Features
apify-mcp-server01Integrate any Apify Actor as an AI agent tool.
02Support for OAuth and API token authentication.
03Enable agentic payments via Skyfire integration.
04Dynamic discovery of Apify Actors and helper tools.
05Offers both a hosted HTTPS endpoint and local standard I/O server options.
Scrapling01Full-featured crawling framework with Scrapy-like API, concurrent requests, multi-session support, and pause/resume functionality.
02Advanced fetchers with anti-bot bypass, dynamic loading, persistent session management, and integrated proxy rotation.
03Adaptive scraping capabilities with smart element tracking and flexible selection methods, including AI integration via MCP server.
04High-performance and memory-efficient architecture, optimized for speed and battle-tested in production environments.
04
Use Cases
apify-mcp-server↳Extracting data from social media platforms like Facebook and Instagram.
↳Scraping contact details from Google Maps listings.
↳Collecting results from Google Search Engine Results Pages (SERPs).
↳Performing web searches and extracting content from top URLs for RAG (Retrieval-Augmented Generation).
↳Automating data collection from e-commerce sites and other websites.
Scrapling↳Performing single web requests or launching full-scale, concurrent web crawls.
↳Adapting to website design changes by automatically relocating scraped elements.
↳Bypassing advanced anti-bot systems such as Cloudflare Turnstile.
↳Scaling up to multi-session crawls with proxy rotation and checkpoint-based persistence.
↳Leveraging AI for assisted web scraping and targeted data extraction.
05
Best For
apify-mcp-serverMost Popular
ScraplingMost Popular
FAQ
FAQ
What is the difference between apify-mcp-server and Scrapling?
apify-mcp-server relies on managed cloud scrapers and residential proxy pools; Scrapling is a free local Python library with undetectable fingerprinting.
Which is better, apify-mcp-server or Scrapling?
The best choice depends on your use case. Choose apify-mcp-server if Extracting data from social media platforms like Facebook and Instagram., and Scrapling if Performing single web requests or launching full-scale, concurrent web crawls..
Is apify-mcp-server free or open source?
Yes, apify-mcp-server is open source on GitHub (MIT).
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
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