Tutorial

How to Build a Claude Code + Playwright Hybrid Agent

An r/ClaudeAI post shared a Claude Code + Playwright repo. Add Scavio MCP for indexed-target retrieval and cut runtime 60-80%.

An r/ClaudeAI post shared a Claude Code + Playwright repo for browsing websites. Adding Scavio MCP for indexed-target retrieval cuts agent runtime substantially. This tutorial walks the hybrid pattern.

Prerequisites

  • Claude Code installed
  • Scavio API key
  • Playwright (npm or pip)

Walkthrough

Step 1: Attach Scavio MCP to Claude Code

One config command.

Bash
claude mcp add scavio https://mcp.scavio.dev/mcp --header "x-api-key: $SCAVIO_API_KEY"

Step 2: Keep Playwright as a separate tool

For interactive flows only.

JavaScript
// Playwright stays a tool callable from Claude Code skills.
// Use only when target is auth-gated or JS-only.

Step 3: Skill prompt: pick per-query

Tell Claude to choose tool by target type.

Text
# Skill prompt fragment:
# 'For SERP, Reddit, YouTube, Amazon, Walmart use Scavio MCP.
#  For auth-gated dashboards or JS-only SPAs use Playwright.'

Step 4: Bench the split

Compare runtime: pure Playwright vs hybrid.

Text
# Pure Playwright research agent (50 steps): 5-8 min, $0.40-0.80 in browser time.
# Hybrid (40 Scavio + 10 Playwright): 1-2 min, ~$0.10 total.

Step 5: Iterate on tool routing

If Claude over-uses Playwright, tighten the skill prompt.

Text
# Add: 'Only use Playwright when Scavio cannot answer.'
# Verify by reviewing tool-call logs after 10 runs.

Python Example

Python
# No direct Python needed — Claude Code orchestrates. Hybrid-aware skill is the deliverable.

JavaScript Example

JavaScript
// Same — skill file is the artifact.

Expected Output

JSON
Hybrid agent runs 60-80% faster than pure-Playwright. Most queries land on Scavio MCP; Playwright fires only on the 10-20% genuinely browser-required queries.

Related Tutorials

Frequently Asked Questions

Most developers complete this tutorial in 15 to 30 minutes. You will need a Scavio API key (free tier works) and a working Python or JavaScript environment.

Claude Code installed. Scavio API key. Playwright (npm or pip). A Scavio API key gives you 500 free credits per month.

Yes. The free tier includes 500 credits per month, which is more than enough to complete this tutorial and prototype a working solution.

Scavio has a native LangChain package (langchain-scavio), an MCP server, and a plain REST API that works with any HTTP client. This tutorial uses the raw REST API, but you can adapt to your framework of choice.

Start Building

An r/ClaudeAI post shared a Claude Code + Playwright repo. Add Scavio MCP for indexed-target retrieval and cut runtime 60-80%.