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Scavio for Graph Memory + Search for Coding Agents

Combine persistent graph memory MCP with web search MCP to give coding agents both historical project context and current web knowledge.

The Problem

Coding agents either forget context between sessions (no memory) or use stale training data (no search). The combination solves both.

How Scavio Helps

  • Persistent memory across coding sessions
  • Live web search for current documentation
  • Graph structure captures code relationships
  • Search fills gaps in training data
  • Combined cost under $0.10/session

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "prisma orm latest migration syntax":

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 Developers running long-term projects with AI coding assistants

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

Start with the free tier (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

Combine persistent graph memory MCP with web search MCP to give coding agents both historical project context and current web knowledge. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For graph memory + search for coding agents, 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 graph memory + search for coding agents data automatically.

Build Your Graph Memory + Search for Coding Agents Solution

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