AgentIndex icon
AgentIndex
Scrapling logo
Scrapling
★ 89.2k
vs
tap logo
tap
★ 18

Scrapling vs tap

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.; tap: Taprun is an AI-powered action layer that allows agents to drive your own logged-in browser for complex web interactions that clean APIs cannot reach. It compiles web interactions into deterministic .plan.json programs once, enabling subsequent replays at zero LLM tokens and ensuring local-first execution for privacy and security.

01

TL;DR

Scrapling logo
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.
Read Scrapling full review →
tap logo
tapBrowser Automation · ★ 18

Extract data from any website, including login-gated or complex pages (e.g., trending lists, search results).

Read tap full review →
02

Side-by-Side Comparison

Field
Scrapling logoScrapling
tap logotap
Category
Browser Automation
Browser Automation
Stars
★ 89.2k
★ 18
License
BSD-3-Clause
MIT
Install Command
pip install scrapling
curl -fsSL https://taprun.dev/install.sh | sh
Updated
1d ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Web Scraping, Python, Crawler Framework
Browser Automation, AI Agents, Web Scraping
03

Features

Scrapling logoScrapling
01Full-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.
tap logotap
01AI compiles web actions once into a deterministic plan, allowing infinite replays without consuming LLM tokens.
02Local-first architecture ensures cookies, login sessions, and data remain on your machine for enhanced privacy.
03Provides deterministic replay with `tap verify` to detect silent failures and drift over time.
04Seamlessly integrates with popular AI coding agents and IDEs like Claude Code, Cursor, and VS Code.
04

Use Cases

Scrapling logoScrapling
↳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.
tap logotap
↳Extract data from any website, including login-gated or complex pages (e.g., trending lists, search results).
↳Automate operations on websites, such as publishing content or interacting with forms (e.g., posting on social media).
↳Monitor website changes and detect drift, scheduling checks via cron or launchd.
↳Generate new automations (taps) on demand using AI from a URL and natural language intent.
05

Best For

Scrapling logoScrapling
Most Popular
tap logotap
—
FAQ

FAQ

What is the difference between Scrapling and tap?
Both Scrapling and tap are in the Browser Automation category. Scrapling has 89.2k stars, while tap has 18 stars.
Which is better, Scrapling or tap?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and tap if Extract data from any website, including login-gated or complex pages (e.g., trending lists, search results)..
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is tap free or open source?
Yes, tap is open source on GitHub (MIT).
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