AgentIndex icon
AgentIndex
PyScrappy logo
PyScrappy
★ 263
vs
oya-browser logo
oya-browser
★ 351

PyScrappy vs oya-browser

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.; oya-browser: Oya Browser is a unique web automation solution where the automation engine is built directly into the browser, rather than relying on external debugging protocols, making agents appear more human and less prone to bot detection. It enables AI agents to interact with websites, remember logins, record and replay complex tasks, and offers robust self-hosting options for scalable deployments.

01

TL;DR

PyScrappy logo
PyScrappyBrowser Automation · ★ 263

Empowering AI agents (e.g., Claude, Ollama) to fetch and integrate real-time web data.

Read PyScrappy full review →
oya-browser logo
oya-browserBrowser Automation · ★ 351

**Automating Repetitive Web Workflows**: Record and replay complex tasks like form filling, data entry, and multi-step processes on various websites without constant model intervention.

Read oya-browser full review →
02

Side-by-Side Comparison

Field
PyScrappy logoPyScrappy
oya-browser logooya-browser
Category
Browser Automation
Browser Automation
Stars
★ 263
★ 351
License
MIT
NOASSERTION
Install Command
pip install pyscrappy
npm i @oya-ai/browser
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Web Scraping, AI Agents, LLM Data Preparation
Browser Automation, AI Agents, Web Scraping
03

Features

PyScrappy logoPyScrappy
01Generic 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.
oya-browser logooya-browser
01**Built-in Automation**: Automation runs inside the browser process, avoiding common bot detection vectors.
02**Persistent Sessions**: Sign in once, and all subsequent browser instances maintain the logged-in session, including cookies and localStorage.
03**Task Replay (Playbooks)**: Record web interactions once and replay them reliably without requiring a model for subsequent runs, even with new inputs.
04**AI Agent Friendly**: Designed for seamless integration with AI agents as a skill, via SDK, or over MCP, allowing agents to control the browser directly.
05**Anti-Bot Stealth**: Achieves 0% CreepJS headless score and passes Bot.Sannysoft tests, making automated actions less likely to be flagged.
04

Use Cases

PyScrappy logoPyScrappy
↳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.
oya-browser logooya-browser
↳**Automating Repetitive Web Workflows**: Record and replay complex tasks like form filling, data entry, and multi-step processes on various websites without constant model intervention.
↳**AI Agent Web Interaction**: Empowering AI agents (e.g., OpenClaw, Claude Code) to browse the web, retrieve information, and perform actions as a human user would.
↳**High-Stealth Web Scraping**: Performing web data extraction from sites with robust anti-bot measures, ensuring reliable access and reducing detection risks.
↳**Managed Browser Environments**: Providing pre-signed-in browser sessions for various tasks, eliminating the need to script complex login flows like Google SSO or Okta.
FAQ

FAQ

What is the difference between PyScrappy and oya-browser?
Both PyScrappy and oya-browser are in the Browser Automation category. PyScrappy has 263 stars, while oya-browser has 351 stars.
Which is better, PyScrappy or oya-browser?
The best choice depends on your use case. Choose PyScrappy if Empowering AI agents (e.g., Claude, Ollama) to fetch and integrate real-time web data., and oya-browser if **Automating Repetitive Web Workflows**: Record and replay complex tasks like form filling, data entry, and multi-step processes on various websites without constant model intervention..
Is PyScrappy free or open source?
Yes, PyScrappy is open source on GitHub (MIT).
Is oya-browser free or open source?
Yes, oya-browser is open source on GitHub (NOASSERTION).
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Related

Alternatives to PyScrappy →Alternatives to oya-browser →PyScrappy details →oya-browser details →