Abstraxn Agent Kit supports Firecrawl for read-only web scraping, search, and ecommerce price comparison using your Firecrawl API key (BYOK). Agents call firecrawl_scrape or ecommerce_price_compare; no wallet signing is required.

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Dashboard setup

  1. Open Agentic Stack → Integrations for your application.
  2. Enable Firecrawl and paste your API key from firecrawl.dev.
  3. Save — credentials are encrypted server-side and included in agent validation for MCP calls.
Firecrawl credentials are stored per application, not per end user. All agents under that app share the integration when enabled.

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MCP tool: firecrawl_scrape

General-purpose scraping for blogs, docs, articles, and public pages. Returns page title, URL, and requested formats. If disabled, returns FIRECRAWL_NOT_ENABLED.

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MCP tool: ecommerce_price_compare

Compare product prices across ecommerce sites you provide (max 5 sites per request). Strategy per site:
  • Direct product URL → Firecrawl product format scrape
  • Homepage + query → Firecrawl interact flow (search, click, extract price) — same pattern as Firecrawl’s Amazon example
Returns normalized offers per site, best price summary, and warnings for failed sites.

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Specialist agents

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Limitations

  • Public pages only — login walls, captchas, and bot blocking may fail
  • Interact-based price extraction returns text that is parsed heuristically
  • Respect site terms of service and Firecrawl rate limits
  • Not a substitute for official store APIs where available

Third-party integrations

BYOK overview and architecture.

MCP tools reference

Full tool catalog.

CoinGecko integration

Market analytics BYOK.

Dashboard setup

Agentic Stack navigation.