MCP Examples

Real-world examples of managing infrastructure through natural language.

Getting Oriented

"Who am I on MCTL?"
"What tenants do I have access to?"
"Show me all services in the production tenant"

Deploying a Service

"Onboard my-api from repo myorg/my-api tag 2.1.0 port 8080 for staging"
"What's the status of that deployment?"
"Show me logs for my-api in staging"

Investigating Issues

"Are there any open incidents?"
"Show me details of incident INC-42"
"What's the namespace resource usage for production?"
"Get the last 200 lines of logs for my-api in production"

Scaling and Performance

"Enable autoscaling for my-api in production with min 2, max 5 replicas and CPU threshold 80"
"Show me namespace resource usage for staging"

Managing Domains

"Add domain api.example.com to my-api in the production tenant"
"Verify domain api.example.com for my-api in production"
"List all domains in the production tenant"

Preview Environments

"Create a preview of my-frontend at image tag pr-123 in staging"
"List all previews in staging"
"List previews in staging, then delete the selected preview using its preview_id"

Incident Response

"Show me a summary of all incidents"
"Acknowledge incident INC-42"
"Resolve incident INC-42"

Multi-Step Workflows

You can chain operations naturally:

"Deploy my-api version 3.0.0 to staging, wait for it to be healthy,
then check the logs to make sure there are no errors"

"Check if there are any incidents in production. If there are,
show me the details and the logs for the affected services"

"Configure autoscaling for my-api in staging with min 1 and max 3 replicas, then register the domain
api-staging.example.com to it"