Skip to content
mcp/harbor
Verified official

AI-First Scraper MCP

v1.0.2

io.github.yubinkim444/ai-first-scraper-mcp

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

transport:stdio runtime:pypi
View source

Target client

run in your project directory

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

claude mcp add ai-first-scraper-mcp -e SCRAPER_URL=<SCRAPER_URL> -e SEARCH_URL=<SEARCH_URL> -e AFS_TIMEOUT=<AFS_TIMEOUT> -- uvx ai-first-scraper-mcp

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

This listing does not declare its tools. Connect the server and your client will discover them on the handshake.