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Firecrawl MCP Integration for CrewAI
Connect Firecrawl to CrewAI through the local KosmoKrator MCP gateway with scoped tools, credentials, and write policy.
Connect Firecrawl to CrewAI
Expose KosmoKrator integrations to CrewAI workers as scoped local tools.
Wrap kosmo integrations:call for specific tasks or connect workers to a local MCP gateway. The gateway is local, scoped to this integration, and starts with
--write=deny so CrewAI can inspect read-capable tools without receiving write access by default.
Firecrawl MCP Config for CrewAI
Use per-worker integration scopes to avoid giving every worker every tool.
{
"mcpServers": {
"kosmokrator-firecrawl": {
"type": "stdio",
"command": "kosmo",
"args": [
"mcp:serve",
"--integration=firecrawl",
"--write=deny"
]
}
}
} Run the Gateway Manually
kosmokrator mcp:serve --integration=firecrawl --write=deny Why Use KosmoKrator Here
Expose only Firecrawl instead of a broad multi-service tool list.
Reuse credentials already configured for the KosmoKrator CLI and Lua runtime.
Start read-only, then opt into ask or allow for trusted workspaces.
Firecrawl Tools Visible to CrewAI
CrewAI sees stable MCP tool names generated from the Firecrawl integration catalog.
| MCP tool | Source function | Type | Description |
|---|---|---|---|
integration__firecrawl__firecrawl_scrape | firecrawl.firecrawl_scrape | Read | Scrape a single URL and extract its content. Returns the page content in the requested format (markdown by default). Supports actions like waiting for JavaScript, taking screenshots, and extracting specific elements. |
integration__firecrawl__firecrawl_crawl | firecrawl.firecrawl_crawl | Read | Start a crawl job to scrape all pages from a website starting at the given URL. Returns a crawl job ID — use firecrawl_get_crawl_status to check progress and retrieve results. |
integration__firecrawl__firecrawl_get_crawl_status | firecrawl.firecrawl_get_crawl_status | Read | Check the status and retrieve results of a crawl job. Returns the current status (scraping, completed, failed, cancelled) and all scraped data once complete. |
integration__firecrawl__firecrawl_map | firecrawl.firecrawl_map | Read | Map a website to discover all linked URLs. Returns a list of all URLs found on the site without scraping full content. Useful for understanding site structure before crawling. |
integration__firecrawl__firecrawl_extract | firecrawl.firecrawl_extract | Read | Extract structured data from one or more URLs using AI. Provide a prompt describing what to extract, or a JSON schema for the expected output format. Ideal for pulling specific data points from web pages. |
integration__firecrawl__firecrawl_get_current_user | firecrawl.firecrawl_get_current_user | Read | Get the authenticated user's account information, including plan details and usage statistics. Useful for verifying API key validity and checking remaining credits. |