AI agents that help you collect data from websites
35 AI agents and agent tools that help you collect data from websites. Ranked by momentum this week, with setup difficulty for each.
Ranks for week 44 (Oct 26 to Nov 1, 2026). Data as of Nov 2, 2026.
In short
- Gaining the most momentum this week: Lightpanda Browser, Agent Reach, and Noria.
- Easiest to start with (nothing to install, or adds to an AI app you already use): Apify MCP server, Firecrawl MCP Server, and exa-mcp-server.
- #1
Lightpanda Browser
Lightpanda Browser is a headless browser that runs AI agents and automation scripts faster and with less memory than Chromium for developers and automation builders.
- #2
Agent Reach
Agent Reach is a command-line tool that lets an AI agent read and search login-only and Chinese platforms like Bilibili, Xiaohongshu, and Twitter for people who need that content.
- #3
Noria
Noria is an agent app that finds jobs and scholarships from web pages and scores them against your profile, sending results to WhatsApp.
- #4
treg
treg is a registry that gives AI agents one token and one base URL to call many paid data and media tools, billed per call, for teams that do not want separate vendor accounts.
- #5
Apify MCP server
Apify MCP server is a connector that lets AI agents scrape websites and pull data from social media, maps, and online stores for businesses and researchers.
- #6
ego lite
ego lite is a browser that lets AI agents run web tasks in their own workspaces while you keep browsing, for people who want agents to use their logged-in sites.
- #7
API Anything
API Anything is an MCP server that turns websites without an API into callable operations for AI agents, so agents can skip the browser.
- #8
agent-browser
agent-browser is a command-line tool that lets AI agents control a web browser to click, fill forms, and read pages for developers and automation builders.
- #9
Google Maps Scraper Kit
Google Maps Scraper Kit is a free local tool that exports business leads from Google Maps to CSV for outreach.
- #10
anything2explainer
anything2explainer is a skill that turns a topic or article into a narrated explainer video for people who want a finished video without filming or animating it themselves.
- #11
Obscura
Obscura is a headless browser that lets AI agents and scrapers load and read web pages with a small footprint for developers.
- #12
Google Maps Scraper
Google Maps Scraper is a skill that collects business leads from Google Maps for sales and research.
- #13
Browser use
A tool that lets Claude Code, Codex or Cursor use your own logged-in Chrome to browse, click, and download files for you.
- #14
a-stock-data
a-stock-data is a skill file that gives AI coding assistants ready-made tools for pulling China A-share market data for investment research.
- #15
MinerU
MinerU is a document parser that turns PDFs and Office files into clean markdown or JSON for AI workflows.
- #16
kordoc
kordoc is a command-line tool and MCP server that converts Korean documents (HWP, HWPX, PDF, Office files) to Markdown for people working with government and office paperwork.
- #17
Douyin_TikTok_Download_API
Douyin_TikTok_Download_API is a self-hosted app that downloads TikTok and Douyin videos without watermarks and collects their data for you.
- #18
xiaohongshu-mcp
xiaohongshu-mcp is an MCP server that lets AI assistants search, read, and post on Xiaohongshu (Little Red Book) for users comfortable with setup.
- #19
OpenCLI
OpenCLI is a command-line tool that lets AI agents and people run browser tasks on any website using their logged-in Chrome for automation-minded users.
- #20
PinchTab
PinchTab is a browser control server that lets AI agents drive Chrome for web research and browser tasks on your own machine.
- #21
Firecrawl MCP Server
Firecrawl MCP Server is a connector that lets AI apps search, scrape, and interact with live web pages for users who need clean web content.
- #22
Maxun
Maxun is a web data platform that turns any website into a structured API for teams that need scraped data without writing code.
- #23
Huginn
Huginn is a self-hosted agent system that watches websites, feeds, and events and acts on them for you.
- #24
web-access
web-access is a skill that gives a local AI agent full web access, including a real browser, for multi-step research and browsing tasks.
- #25
Prowler
Prowler is an open-source cloud security tool that scans cloud accounts for security and compliance gaps for security teams and IT staff.
- #26
Skyvern
Skyvern is a browser automation agent that completes multi-step web tasks using AI vision, so workflows keep working when websites change layout.
- #27
BettaFish
BettaFish is a self-hosted multi-agent system that analyzes public opinion across social media platforms and writes research reports for business decisions.
-
Nanobrowser
Nanobrowser is a Chrome extension that runs an AI agent in your own logged-in browser to carry out web tasks for you.
-
BrowserAct Skills
BrowserAct Skills is a browser automation tool that lets AI agents control a real browser for web scraping and multi-account tasks.
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exa-mcp-server
exa-mcp-server is a connector that lets AI apps search the web and read web pages for you.
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Stealth Browser MCP
Stealth Browser MCP is an MCP server that lets AI apps control a real Chrome browser that avoids common bot checks, for developers and automation builders.
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webclaw
webclaw is a web extraction tool that turns websites into clean markdown or JSON for AI agents and apps, usable from a terminal, MCP, or API.
-
AKTools
AKTools is an HTTP API and MCP server that gives AI assistants and programs access to AKShare's financial data for stock and market research.
-
Unbrowse
Unbrowse is a tool that lets AI agents call a website's own APIs directly instead of driving a browser, making web tasks faster and cheaper for agents.
-
EveryInfra MCP Server & Agent Plugin
EveryInfra is an MCP server that lets AI agents read public data from TikTok, Amazon and other platforms for researchers and marketers.