Tool Execution

When an AI assistant calls an MCP tool, Ophis executes your CLI as a subprocess.

Execution Flow

1. Middleware (optional) - Wraps execution with custom logic
2. Command Execution - Spawns CLI subprocess, captures output

Command Construction

MCP tool calls become CLI invocations:

Input:

{
  "name": "kubectl_get_pods",
  "arguments": {
    "flags": {
      "namespace": "production",
      "output": "json"
    },
    "args": ["web-server"]
  }
}

Constructed:

/path/to/kubectl get pods --namespace production --output json web-server

Flag conversion:

• Boolean: true → --flag, false → omitted
• String/numeric: --flag value
• Arrays: --flag a --flag b
• Null/empty: omitted

Output

All executions return:

{
  "stdout": "command output...",
  "stderr": "error messages...",
  "exitCode": 0
}

Non-zero exit codes indicate command errors (not execution failures).

Cancellation

Execution can be cancelled by:

• Middleware returning early without calling next
• MCP client cancelling request
• Parent context timeout

Cancelled executions kill the subprocess and return an error.