Firecrawl Deploy Integration

Overview

Deploy applications using Firecrawl's web scraping API to production. Covers Vercel serverless, Cloud Run containers, self-hosted Firecrawl via Docker, and webhook endpoint deployment for async crawl results.

Prerequisites

• Firecrawl API key (

  FIRECRAWL_API_KEY

  )
• Application using

  @mendable/firecrawl-js

• Platform CLI (vercel, docker, or gcloud)

Instructions

Step 1: Configure Platform Secrets

set -euo pipefail
# Vercel
vercel env add FIRECRAWL_API_KEY production

# Cloud Run
echo -n "$FIRECRAWL_API_KEY" | gcloud secrets create firecrawl-api-key --data-file=-

# Docker
# Use --env-file or docker secrets

Step 2: Vercel Serverless API Route

// app/api/scrape/route.ts (Next.js App Router)
import FirecrawlApp from "@mendable/firecrawl-js";
import { NextRequest, NextResponse } from "next/server";

const firecrawl = new FirecrawlApp({
  apiKey: process.env.FIRECRAWL_API_KEY!,
});

export async function POST(req: NextRequest) {
  const { url, formats = ["markdown"] } = await req.json();

  if (!url) {
    return NextResponse.json({ error: "URL required" }, { status: 400 });
  }

  try {
    const result = await firecrawl.scrapeUrl(url, {
      formats,
      onlyMainContent: true,
      waitFor: 3000,
    });

    return NextResponse.json({
      success: result.success,
      markdown: result.markdown,
      title: result.metadata?.title,
      sourceURL: result.metadata?.sourceURL,
    });
  } catch (error: any) {
    return NextResponse.json(
      { error: error.message, status: error.statusCode },
      { status: error.statusCode || 500 }
    );
  }
}

Step 3: Self-Hosted Firecrawl (Docker Compose)

# docker-compose.yml
services:
  firecrawl:
    image: mendableai/firecrawl:latest
    ports:
      - "3002:3002"
    environment:
      - PORT=3002
      - USE_DB_AUTHENTICATION=false
      - REDIS_URL=redis://redis:6379
      - REDIS_RATE_LIMIT_URL=redis://redis:6379
      - NUM_WORKERS_PER_QUEUE=2
      - BULL_AUTH_KEY=${BULL_AUTH_KEY:-changeme}
    depends_on:
      redis:
        condition: service_healthy

  redis:
    image: redis:7-alpine
    ports:
      - "6379:6379"
    healthcheck:
      test: ["CMD", "redis-cli", "ping"]
      interval: 5s
      timeout: 3s
      retries: 5

  app:
    build: .
    ports:
      - "3000:3000"
    environment:
      - FIRECRAWL_API_KEY=fc-self-hosted
      - FIRECRAWL_API_URL=http://firecrawl:3002
    depends_on:
      - firecrawl

// Point app to self-hosted Firecrawl
const firecrawl = new FirecrawlApp({
  apiKey: process.env.FIRECRAWL_API_KEY!,
  apiUrl: process.env.FIRECRAWL_API_URL || "https://api.firecrawl.dev",
});

Step 4: Cloud Run Deployment

set -euo pipefail
# Build and deploy
gcloud run deploy firecrawl-app \
  --source . \
  --region us-central1 \
  --set-secrets "FIRECRAWL_API_KEY=firecrawl-api-key:latest" \
  --memory 512Mi \
  --timeout 300 \
  --allow-unauthenticated

Step 5: Webhook Endpoint for Async Crawls

// app/api/webhooks/firecrawl/route.ts
import crypto from "crypto";
import { NextRequest, NextResponse } from "next/server";

export async function POST(req: NextRequest) {
  const body = await req.text();

  // Verify webhook signature
  const signature = req.headers.get("x-firecrawl-signature");
  if (signature && process.env.FIRECRAWL_WEBHOOK_SECRET) {
    const expected = crypto
      .createHmac("sha256", process.env.FIRECRAWL_WEBHOOK_SECRET)
      .update(body)
      .digest("hex");
    if (signature !== expected) {
      return NextResponse.json({ error: "Invalid signature" }, { status: 401 });
    }
  }

  const { type, id, data } = JSON.parse(body);

  switch (type) {
    case "crawl.completed":
      console.log(`Crawl ${id} complete: ${data.length} pages`);
      await processPages(data);
      break;
    case "crawl.page":
      console.log(`Page scraped: ${data[0]?.metadata?.sourceURL}`);
      break;
    case "crawl.started":
      console.log(`Crawl ${id} started`);
      break;
  }

  return NextResponse.json({ received: true });
}

Step 6: Health Check

export async function GET() {
  try {
    const result = await firecrawl.scrapeUrl("https://example.com", {
      formats: ["markdown"],
    });
    return NextResponse.json({
      status: result.success ? "healthy" : "degraded",
    });
  } catch {
    return NextResponse.json({ status: "unhealthy" }, { status: 503 });
  }
}

Error Handling

Issue	Cause	Solution
Vercel timeout	Scrape takes > 10s	Use background functions or async crawl
Self-hosted OOM	Playwright browser memory	Increase container memory to 2GB+
Cloud Run cold start	First request slow	Set min instances to 1
Webhook not received	URL not publicly accessible	Use ngrok in dev, verify HTTPS in prod

Resources

• Firecrawl Self-Hosting
• Firecrawl Webhooks
• Firecrawl Node SDK

Next Steps

For webhook handling, see

firecrawl-webhooks-events

.