Scraping And Crawling Tools | AI Builder Resource Map

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This page lists recommended resources for this use case and is marked Needs verification. Community contributions and verification status are updated regularly.

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Browse recommended tools and libraries to speed up your build.

Skills

7 mapped skills

Tools

8 candidate tools

Repos

0 GitHub records

Required and useful skills

API Literacy

Understanding authentication, rate limits, request shapes, errors, and source attribution.

Skill linked from curated resource requirements.

SkillNeeds verificationEngineeringRequired

Browser Automation

Driving browsers safely for testing, research, and user workflow automation.

Skill linked from curated resource requirements.

SkillNeeds verificationAutomationRequired

Data Ingestion

Loading, cleaning, chunking, and normalizing documents or structured data.

Skill linked from curated resource requirements.

SkillNeeds verificationDataRequired

Deployment Basics

Shipping static sites, APIs, and background jobs with clear environment boundaries.

Skill linked from curated resource requirements.

SkillNeeds verificationOpsRecommended

Python

General Python programming for automation, data, AI, and backend scripts.

Skill linked from curated resource requirements.

SkillNeeds verificationProgrammingRequired

TypeScript

Typed JavaScript for web apps, SDKs, and browser automation workflows.

Skill linked from curated resource requirements.

SkillNeeds verificationProgrammingRecommended

Web Scraping Ethics

Using APIs, robots.txt, rate limits, attribution, and allowed collection methods.

Skill linked from curated resource requirements.

SkillNeeds verificationGovernanceRequired

Recommended tools

Browserbase

Browser Automation AI Tools

Cloud browser platform for browser automation and AI agent browsing workflows.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

Crawl4AI

Scraping Crawling Tools

Open-source crawler and scraper designed for LLM-friendly web extraction.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Crawlee

Scraping Crawling Tools

Open-source web scraping and browser automation library from Apify.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Firecrawl

Scraping Crawling Tools

Tool and API for turning websites into LLM-ready markdown or structured data.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

Scrapy

Scraping Crawling Tools

Open-source Python framework for building allowed crawlers and web data extraction pipelines.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Apify

Scraping Crawling Tools

Cloud platform for web automation, scraping, and actor-based data workflows.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

Browserless

Browser Automation

Hosted browser automation infrastructure for Puppeteer and Playwright workloads.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

Scrapling

Scraping Crawling Tools

Python scraping library focused on resilient extraction from changing pages.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Similar repositories (suggested)

D4Vinci/Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

RepositoryAuto enrichedPythonBSD-3-ClauseHigh starsActive signal

apify/crawlee

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

RepositoryAuto enrichedTypeScriptApache-2.0Active signal

getmaxun/maxun

🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥

RepositoryAuto enrichedTypeScriptAGPL-3.0Active signal

Caveats and failure modes

Prefer official APIs where available, respect robots.txt, and avoid high-volume scraping without source-specific permission.

Browser automation resources vary heavily by compliance risk and operational fragility.