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Firecrawl integration

Bots search and scrape public pages when a plain fetch is not enough.

In use in our own Koshra workspace · Web research

How bots reach it

  • Per-bot MCP server. Each bot gets its own MCP server for this app, with its own key, so access is scoped to that bot.

Rules

  • Every tool call is checked against your Allow, Ask or Block rules first.

How approvals work

Official site: www.firecrawl.dev

Also in this group: Scrapling

Also as Markdown for AI agents.

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