Web Scraping & Data: AI agents, MCP servers and skills
Crawl, scrape and extract structured data.
AI Agents
Firecrawl
Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥
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.
Xiaobei
为OPC/中小微企业量身打造的自媒体获客智能体
Wigolo
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
MCP Servers
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
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
Hister
Your own search engine
Exa MCP Server
Exa MCP for web search and web crawling!
Agent Skills
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
Last30days Skill Cn
给 AI Agent 的中文互联网研究 Skill:检索 8 大平台最近 30 天的讨论,追踪跨平台热点,生成附原始来源的报告,并提供每日全网热榜。支持 Claude Code、Codex、OpenClaw。
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.
Firecrawl Claude Plugin
Firecrawl plugin for Claude Code: search the live web, developer docs, government sources and research papers, run structured data providers, and scrape a page into clean Markdown. Firecrawl is the context API for AI agents.
Skilless AI
skilless.ai gives your AI Agents real data capabilities - web search, web scraping, video download/subtitle extraction, and media processing. One-line install, works with OpenCode, Cursor, Claude Code, and any AI agent that reads skill files.
About web scraping & data tools
Crawl, scrape and extract structured data. AgenticMart lists 66 open-source AI agents, MCP servers and agent skills in this category, built from public GitHub data and ordered by stars. Each listing shows its install command, license, activity and what it can touch.
Questions
What are the best open-source web scraping & data tools?
This page lists 66 open-source AI agents, MCP servers and skills for web scraping & data, ordered by GitHub stars within each type. Open a listing to compare license, activity, install steps and what it can touch.
How do I choose a tool for web scraping & data?
Start from the job you need done, then compare recent activity, license and the access each tool asks for. Prefer the narrowest tool that does the job, and try it on a small task first.
Are these tools safe to install?
Not automatically. Each listing shows what the tool can touch and, where a scan has run, a dated report for one commit. Read the source and limit the access you give it.
Can I add my project to this category?
Yes. List it free on AgenticMart and pick the category that fits. Paid selling opens soon.