apify-mcp-server
★ 12.6k
vs
PyScrappy
★ 263
apify-mcp-server vs PyScrappy
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.; PyScrappy: PyScrappy is an AI-native web scraping toolkit designed to transform websites into structured, LLM-ready data. It can be used as a standalone Python library or exposed as an MCP server, enabling AI agents to directly access and process web information.
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.
PyScrappyBrowser Automation · ★ 263
Empowering AI agents (e.g., Claude, Ollama) to fetch and integrate real-time web data.
02
Side-by-Side Comparison
Field
apify-mcp-serverPyScrappyCategory
Browser Automation
Browser Automation
Stars
★ 12.6k
★ 263
License
MIT
MIT
Install Command
npx @apify/actors-mcp-server
pip install pyscrappy
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
AI Agents, Data Extraction, Web Scraping
Web Scraping, AI Agents, LLM Data Preparation
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.
PyScrappy01Generic web scraping with structured text, links, images, and tables output.
02LLM-ready output in Markdown, JSON, and DataFrame formats.
03MCP server functionality to expose scrapers as tools for AI agents.
04Optional Playwright backend for JavaScript rendering on dynamic websites.
05Support for proxies and scraping API services to bypass blocking.
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.
PyScrappy↳Empowering AI agents (e.g., Claude, Ollama) to fetch and integrate real-time web data.
↳Transforming arbitrary web content into clean, structured data for large language models.
↳Collecting specific information from popular sites using dedicated built-in scrapers (e.g., Wikipedia, IMDB, Amazon).
↳Custom data extraction from any URL using CSS selectors.
↳Extending scraping capabilities through custom plugins for new data sources.
05
Best For
apify-mcp-serverMost Popular
PyScrappy—
FAQ
FAQ
What is the difference between apify-mcp-server and PyScrappy?
Both apify-mcp-server and PyScrappy are in the Browser Automation category. apify-mcp-server has 12.6k stars, while PyScrappy has 263 stars.
Which is better, apify-mcp-server or PyScrappy?
The best choice depends on your use case. Choose apify-mcp-server if Extracting data from social media platforms like Facebook and Instagram., and PyScrappy if Empowering AI agents (e.g., Claude, Ollama) to fetch and integrate real-time web data..
Is apify-mcp-server free or open source?
Yes, apify-mcp-server is open source on GitHub (MIT).
Is PyScrappy free or open source?
Yes, PyScrappy is open source on GitHub (MIT).
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