firecrawl_scrape or ecommerce_price_compare; no wallet signing is required.
Dashboard setup
- Open Agentic Stack → Integrations for your application.
- Enable Firecrawl and paste your API key from firecrawl.dev.
- 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.
MCP tool: firecrawl_scrape
General-purpose scraping for blogs, docs, articles, and public pages.
| Parameter | Required | Description |
|---|---|---|
url | For scrape mode | Exact page URL |
query | For search mode | Web search query |
mode | No | scrape, search, or crawl_lite |
formats | No | markdown, summary, links, json, product |
extract_prompt | No | Prompt for JSON extraction |
max_pages | No | Max pages for search (default 5, max 10) |
FIRECRAWL_NOT_ENABLED.
MCP tool: ecommerce_price_compare
Compare product prices across ecommerce sites you provide (max 5 sites per request).
| Parameter | Required | Description |
|---|---|---|
query | Yes | Product search text |
sites | Yes | Ecommerce base URLs, e.g. https://www.amazon.com |
currency | No | Hint for price parsing (USD, INR, etc.) |
product_urls | No | Map of site → direct product page URL |
- Direct product URL → Firecrawl
productformat scrape - Homepage + query → Firecrawl interact flow (search, click, extract price) — same pattern as Firecrawl’s Amazon example
Specialist agents
| Agent | ?serviceAgent= | Tools |
|---|---|---|
| Web Research | web_research | firecrawl_scrape |
| Shopping Intelligence | shopping | ecommerce_price_compare, firecrawl_scrape |
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
Related
Third-party integrations
BYOK overview and architecture.
MCP tools reference
Full tool catalog.
CoinGecko integration
Market analytics BYOK.
Dashboard setup
Agentic Stack navigation.