First Run

This page shows the shortest path to a successful run.

Step 1: Run Local Showcase

scm showcase --runner mcp-stdio

What you should see:

• baseline score output
• tuned score output
• tool traces for each dataset item

Step 2: Run Cloudflare MCP Showcase

scm showcase --runner mcp-http

This uses default endpoint https://mcp.cloudflare.com/mcp. Use --endpoint only if you want another MCP server.

Step 3: Save Artifact

scm showcase --runner mcp-stdio --save-artifact

You will get artifact_path in output.

Step 4: Run Optimization

scm optimize --runner mcp-stdio --max-metric-calls 10

This returns best score and best candidate text.

Step 5: Enable Observability

scm --obs-backend jsonl --obs-jsonl-path artifacts/obs.jsonl showcase --runner mcp-stdio

Now you can inspect run events in artifacts/obs.jsonl.