serpapi-deploy-integration
Deploy SerpApi-powered search features to production platforms. Use when deploying search APIs, configuring backend proxies, or setting up SerpApi in serverless environments. Trigger: "deploy serpapi", "serpapi Vercel", "serpapi production deploy".
Best use case
serpapi-deploy-integration is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Deploy SerpApi-powered search features to production platforms. Use when deploying search APIs, configuring backend proxies, or setting up SerpApi in serverless environments. Trigger: "deploy serpapi", "serpapi Vercel", "serpapi production deploy".
Teams using serpapi-deploy-integration should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/serpapi-deploy-integration/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How serpapi-deploy-integration Compares
| Feature / Agent | serpapi-deploy-integration | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Deploy SerpApi-powered search features to production platforms. Use when deploying search APIs, configuring backend proxies, or setting up SerpApi in serverless environments. Trigger: "deploy serpapi", "serpapi Vercel", "serpapi production deploy".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# SerpApi Deploy Integration
## Overview
Deploy SerpApi-powered search as a backend API endpoint. Always proxy through your server -- never expose the API key to browsers.
## Instructions
### Vercel Serverless Function
```typescript
// api/search.ts
import { getJson } from 'serpapi';
export default async function handler(req: Request) {
const url = new URL(req.url);
const q = url.searchParams.get('q');
if (!q) return new Response('Missing q parameter', { status: 400 });
const engine = url.searchParams.get('engine') || 'google';
const num = parseInt(url.searchParams.get('num') || '5');
const result = await getJson({
engine, q, num,
api_key: process.env.SERPAPI_API_KEY,
});
return Response.json({
results: result.organic_results?.slice(0, num) || [],
answer_box: result.answer_box || null,
total_results: result.search_information?.total_results,
});
}
```
```bash
vercel env add SERPAPI_API_KEY production
vercel --prod
```
### Cloud Run with Python
```python
# main.py
from flask import Flask, request, jsonify
import serpapi, os
app = Flask(__name__)
client = serpapi.Client(api_key=os.environ["SERPAPI_API_KEY"])
@app.route("/search")
def search():
q = request.args.get("q")
if not q:
return jsonify({"error": "Missing q parameter"}), 400
result = client.search(engine="google", q=q, num=5)
return jsonify({
"results": result.get("organic_results", [])[:5],
"answer_box": result.get("answer_box"),
})
```
```bash
gcloud run deploy search-api \
--source . --region us-central1 \
--set-secrets=SERPAPI_API_KEY=serpapi-key:latest \
--allow-unauthenticated
```
### Health Check
```typescript
app.get('/health', async (req, res) => {
const account = await fetch(
`https://serpapi.com/account.json?api_key=${process.env.SERPAPI_API_KEY}`
).then(r => r.json());
res.json({
status: account.plan_searches_left > 0 ? 'healthy' : 'credits_exhausted',
remaining: account.plan_searches_left,
});
});
```
## Error Handling
| Issue | Cause | Solution |
|-------|-------|----------|
| Cold start slow | First request initializes | Pre-warm with min instances |
| Credits run out | No budget monitoring | Add health check with credit count |
| Key exposed | Frontend calling SerpApi directly | Always proxy through backend |
## Resources
- [Vercel Functions](https://vercel.com/docs/functions)
- [Cloud Run](https://cloud.google.com/run/docs)
## Next Steps
For webhook-like patterns, see `serpapi-webhooks-events`.Related Skills
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