Firecrawl for
Google Cloud

// npm install firecrawl @google/genai
import { Firecrawl } from "firecrawl";
import { GoogleGenAI } from "@google/genai";

const firecrawl = new Firecrawl({ apiKey: process.env.FIRECRAWL_API_KEY });
const ai = new GoogleGenAI({ apiKey: process.env.GEMINI_API_KEY });

const page = await firecrawl.scrape("https://firecrawl.dev", { formats: ["markdown"] });

const response = await ai.models.generateContent({
  model: "gemini-2.5-flash",
  contents: `Summarize: ${page.markdown}`,
});

console.log(response.text);

import os

from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPServerParams
from google.adk.tools.mcp_tool.mcp_toolset import MCPToolset

root_agent = Agent(
    model="gemini-2.5-pro",
    name="firecrawl_agent",
    instruction="Help the user search for website content",
    tools=[
        MCPToolset(
            connection_params=StreamableHTTPServerParams(
                url="https://mcp.firecrawl.dev/v2/mcp",
                headers={"Authorization": f"Bearer {os.environ['FIRECRAWL_API_KEY']}"},
            ),
        )
    ],
)

{
  "mcpServers": {
    "firecrawl": {
      "httpUrl": "https://mcp.firecrawl.dev/v2/mcp"
    }
  }
}