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

"Deploy my-api from ghcr.io/myorg/my-api:2.1.0 to the staging tenant"
"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 resource usage for my-api in production?"
"Get the last 200 lines of logs for my-api in production"

Scaling and Performance

"Scale my-api to 5 replicas in production"
"Get resource sizing recommendations for my-api in staging"
"Apply the recommended resource profile to my-api"

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 from ghcr.io/myorg/my-frontend:pr-123 in staging"
"List all previews in staging"
"Delete the preview for PR 123"

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"

"Scale my-api to 3 replicas in staging and add the domain
api-staging.example.com to it"