Scrape on demand, inside the conversation
Your agent calls Adlicio when it needs data, no exporting to CSV, no pasting into a prompt. Comments and reviews come back structured, ready to reason over.
Scraper for AI agentsGive your AI agent
Get started free
Give your AI agent
live scraping.
Adlicio's MCP connector and CLI let ChatGPT, Claude, Cursor, or your own automation pull real comments and reviews on demand. Structured, in the conversation, with no API quota to run out of.
You get back ranked angles and hooks, ready to test.
MCP for Claude. CLI for everything else.
The manual scraping step is dying
The old workflow is on the way out: scrape a page, export to CSV, paste into your model, prompt, repeat. AI agents now run that whole loop in one conversation. The data marketers and researchers want isn't going away; the manual copy-paste step in the middle is.
Adlicio is built to sit inside that loop. Instead of being a tool you stop and use, it's a capability your agent calls: point it at a URL or topic and it returns real comments and reviews, structured and ready to reason over, without leaving the chat or burning a platform API quota.
What the AI agent scraper does
Connect over MCP or CLI
Use the hosted MCP connector for Claude (web, mobile, Cowork, Desktop), or the commentscraper CLI for Cursor, your own scripts, and custom agent stacks.
No platform API to run out of
Adlicio scrapes through a browser session, not a platform API, so there's no daily quota to exhaust and no API key to get revoked mid-run.
Usage-based for heavy automation
Priced on credits so an agent that scrapes all day pays for what it uses. Built for developers and AI agencies wiring scraping into a pipeline.
Using Claude? The hosted MCP connector plugs in with no install. See pricing for CLI and MCP access tiers.
AI agent scraper FAQ
Can ChatGPT use Adlicio to scrape?
Yes, through the CLI or your own automation layer. Adlicio's commentscraper CLI returns structured comment and review data your agent, ChatGPT, Claude, Cursor, or a custom stack, can call and reason over directly.
How does the AI agent scraper actually connect?
Two ways. The hosted MCP connector plugs straight into Claude (web, mobile, Cowork, Desktop) with no install. The commentscraper CLI runs on your machine or server for Cursor, scripts, and custom agents.
Is this an LLM scraper or a scraper for LLMs?
A scraper for LLMs. Adlicio gives your model live access to real customer comments and reviews, the raw material for research, summarization, and angle generation, rather than scraping LLM outputs.
Do I need a platform API key?
No. Adlicio works through a browser session, so there's no platform API key to manage, no approval process, and no daily quota to exhaust during a long agent run.
What does it cost for high-volume agent use?
CLI and MCP access is usage-based on credits, so heavy automation scales with what it actually scrapes. See pricing for current tiers.
FOR DEVELOPERS & AGENCIES
Wire live customer-voice scraping into your AI stack.
Get started free. MCP for Claude, CLI for Cursor and custom agents. Usage-based for heavy runs.
Free to start. No credit card.