monitoring

Scavio for Government Portal Monitoring SDR Agent

SDR agents monitoring government bid portals replace Selenium with Google Dorks + Scavio + LLM extraction + SQLite cache. Pattern from r/LangChain's CrewAI build.

The Problem

Real-time scraping of government portals is brittle: layouts change, captchas fire, PDFs blow context. The async pattern (cron at dawn, Google Dorks discovery, Scavio extract, LLM typed-JSON conversion, SQLite cache) is 50ms per query for cached hits and zero ongoing maintenance.

How Scavio Helps

  • No Selenium maintenance
  • PDF-aware extract
  • SQLite cache layer
  • Typed JSON output
  • MCP-attachable for CrewAI

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "site:gov.br filetype:pdf 2026 contratos":

Python
import requests

API_KEY = "your_scavio_api_key"

response = requests.post(
    "https://api.scavio.dev/api/v1/search",
    headers={
        "x-api-key": API_KEY,
        "Content-Type": "application/json",
    },
    json={"query": query},
)

data = response.json()
for result in data.get("organic_results", [])[:5]:
    print(f"{result['position']}. {result['title']}")
    print(f"   {result['link']}\n")

Built for GovTech builders, SDR agents targeting government bids, public-sector data engineers

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your government portal monitoring sdr agent solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (500 credits/month, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

SDR agents monitoring government bid portals replace Selenium with Google Dorks + Scavio + LLM extraction + SQLite cache. Pattern from r/LangChain's CrewAI build. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For government portal monitoring sdr agent, use the Google Search endpoint. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on government portal monitoring sdr agent data automatically.

Build Your Government Portal Monitoring SDR Agent Solution

500 free credits/month. No credit card required. Start building with Google data today.