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Scavio for MCP Stack Curation

Audit-driven MCP installation discipline: 4-6 named MCPs matched to real workflow categories, Scavio MCP replacing 5-8 narrow web/scrape skills.

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The Problem

An r/mcp post asked which free MCPs are actually useful vs cool in theory. Default 70+ skill installs cost real per-message tokens.

How Scavio Helps

  • 4-6 MCPs matched to real workflow
  • Scavio replaces 5-8 narrow web skills
  • Per-message input drops 4-8K tokens
  • Routing accuracy improves
  • Quarterly re-audit prevents drift

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "2-week task log → categorize external dependencies → install 4-6 named MCPs (filesystem + git + scavio + linear + memory)":

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 Heavy Claude Code / Hermes / OpenClaw users, agent power-users (200+ messages/week), agencies billing per-message agent time

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

Start with the free tier (50 credits on signup, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

Audit-driven MCP installation discipline: 4-6 named MCPs matched to real workflow categories, Scavio MCP replacing 5-8 narrow web/scrape skills. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For mcp stack curation, use the Google Search endpoints. 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 mcp stack curation data automatically.

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Google API

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Scrape Google with Python

Python tutorial for Google

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Build Your MCP Stack Curation Solution

50 free credits on signup. No credit card required. Start building with Google data today.

Get Started FreeRead the Docs
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