Web Scraping & Data Listings
Compare the best open-source listings for web scraping & data. Crawl, scrape and extract structured data. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
Firecrawl
Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥
Scrapling
🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
Crawl4ai
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf
Vane
Vane is an AI-powered answering engine.
Maxun
Turn any website into a structured API. Extract, automate, search and monitor the web.
Apify MCP Server
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
Firecrawl MCP Server
Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.
Unstract
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
Google Maps Scraper
scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, reviews number, latitude and longitude, reviews,email and more for each place
Hister
Your own search engine
Sparrow
Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM
Exa MCP Server
Exa MCP for web search and web crawling!
Noria
An agentic extractor for messaging platforms. Noria receives messages & URLs via chat; scrapes web data to evaluate the content against custom scoring matrices (e.g., jobs, scholarships); and sends a structured summary with a calculated match score directly to the assigned messenger number.
LLM Wiki Agent
A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.
Spider
Foundational low latency web data collecting in Rust
Brightdata MCP
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
Tavily MCP
Production ready MCP server with real-time search, extract, map & crawl.
Webclaw
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
AIWriteX
AIWriteX - 微信公众号全自动AI工具:全网热搜舆情聚合+趋势分析+爆款选题+文章采集+一键生成排版发布 | AI自动配图 | 去AI味、过朱雀检测 | 支持小红书/百家号/头条等多平台 | 洗稿润色支持多账号 | 专家赛道 | 小绿书贴图 | 短视频文案 | 手机控制 | 小说连载 | 爆文10w+神器
Anysearch MCP Server
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
Boss Zhipin Scraper
Boss直聘爬虫 / BOSS直聘职位数据抓取工具,基于 Chrome CDP 协议复用真实登录态,绕过字体反爬,输出明文薪资 JSON/CSV + 薪资技能分析。A Chrome-CDP-based BOSS Zhipin job scraper/crawler.
Duckduckgo MCP Server
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
MCP Searxng
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
Crw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
List refreshed November 15, 2026. Data comes from public GitHub repositories.