ai

Scavio for Linear Ticket → Claude Code Sessions

Ticket-driven coding loop with three MCPs: Linear (hosted, OAuth) for tickets + Lanes (local) for board state + Scavio for out-of-repo grounding.

The Problem

An r/VibeCodeDevs post documented running Claude Code sessions directly on Linear tickets via two MCPs. Out-of-repo grounding (framework docs, Stack Overflow) is the underserved third slot.

How Scavio Helps

  • Ticket context preserved across sessions
  • Local board state via Lanes
  • Scavio fills out-of-repo grounding
  • Three named MCPs, clean tool surface
  • Per-ticket cost ~$0.05-0.20

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "Open ENG-1234 → Claude reads Linear ticket → navigates repo via Lanes → pulls Stack Overflow via Scavio → writes change → Linear comment closes loop":

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 Solo devs and small teams running ticket-driven dev loops, Linear-using engineering orgs, devs with multiple worktrees

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your linear ticket → claude code sessions 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

Ticket-driven coding loop with three MCPs: Linear (hosted, OAuth) for tickets + Lanes (local) for board state + Scavio for out-of-repo grounding. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For linear ticket → claude code sessions, 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 linear ticket → claude code sessions data automatically.

Build Your Linear Ticket → Claude Code Sessions Solution

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