Best Python Web Scraping Tools

All-in-one scraping API with AI extraction. 100% success rate on Google SERP. Formerly Scrapinghub.

Semantic search API powered by embeddings. Sub-350ms latency. Reduces AI hallucinations with factual web data.

AI-native search API built for LLMs and RAG. Real-time factual results with citations. SOC 2 certified.

Independent search API with 35B+ pages indexed. Only viable alternative after Bing API retirement. No ads, privacy-focused.

Serverless SQL queries on S3. Query scraped data files directly without loading. Pay per query.

Serverless ETL service. Data catalog, crawlers, Spark-based transforms. Native S3 and Redshift integration.

Budget-friendly proxy provider. 30M+ IPs, free tier available. Datacenter and residential proxies.

Amazon serverless compute. Run scrapers triggered by events or schedules. Integrates with S3, SQS for scraping pipelines.

A Python library to interact with ScrapingBee's API for headless browsers and proxy rotation

Official DataForSEO python client

Python 3 package for easy integration with the API of capsolver captcha solving service to solver recaptcha, geetest and solve any other captchas. Capsolver.

a Python client library for SerpApi.

The Apify SDK for Python is the official library for creating Apify Actors in Python. It provides useful features like actor lifecycle management, local storage emulation, and actor event handling.

git mirror for Beautiful Soup 4.3.2

Serverless Python platform with native Playwright support. Run headless browsers at scale with built-in scheduling.

Python 3 package for easy integration with the API of 2captcha captcha solving service to bypass recaptcha, сloudflare turnstile, funcaptcha, geetest and solve any other captchas.

Async-first undetected browser automation based on nodriver. Clean API with Docker support for scalable scraping.

A scalable frontier for web crawlers

Undetected Playwright fork. Patches runtime to evade bot detection while maintaining full Playwright API compatibility.

Code-first ELT engine built on Singer. GitOps workflows, 300+ connectors, integrates with dbt.

Build production-ready AI agents in Python and TypeScript. Linux Foundation project.

Successor to undetected-chromedriver. CDP-based browser automation with built-in anti-detection. No Selenium dependency.

Managed search, great for e-commerce

Lightweight Python library for data loading. Auto schema inference, 5000+ sources supported.

A Python library for automating interaction with websites.

Anti-detect Firefox browser with fingerprint injection & anti-bot evasion. Playwright-compatible.

Redis-based components for Scrapy.

Tiny but feature-rich, Redis or SQLite

Lakehouse platform for upserts and incremental processing. Efficient record-level updates.

BullMQ - Message Queue and Batch processing for NodeJS, Python, Elixir and PHP based on Redis

Open table format for huge analytics tables. Multi-engine (Spark, Trino, Flink). Used by Netflix, Airbnb.

Lakehouse storage framework. ACID transactions, schema evolution, time travel. Databricks standard.

Serverless vector database in Rust. Embedded or cloud, no server needed. Native DataFrame integration.

Hybrid Python/SQL/R in same pipeline

Adaptive scraping that learns from website changes