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MCP Server Retrieval & Memory

Firecrawl MCP

1Crawl 2and 3scrape 4sites 5for 6agents.

the six Ws · specification

W1 Who

Official server from Firecrawl.

W2 What

Crawls, scrapes, and extracts clean web content.

W3 Where

Runs locally or via Firecrawl's hosted API.

W4 When

When an agent needs whole-site content.

W5 Why

Turns messy websites into structured, model-ready data.

W6 With

A Firecrawl API key and any MCP client.

W7 Watch

Official Firecrawl (Mendable) repo. Wants a Firecrawl API key; crawling runs through Firecrawl's hosted service, so target URLs leave your machine. Scraped content is untrusted input.

ScrapingWebCrawler

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.