aap_launch_workflow · AAP MCP Server MCP: Risk & Policy

WHAT IT DOES

What aap_launch_workflow does on AAP MCP Server

AI agents invoke aap_launch_workflow to trigger actions in AAP MCP Server. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.

WHY IT NEEDS A POLICY

Why aap_launch_workflow needs a policy

Launching workflows in Ansible Automation Platform executes automation code/scripts against infrastructure or systems. This is Execute-category because it runs external automation operations whose side effects depend on the workflow parameters.

From the tool's definition Tool name 'aap_launch_workflow' indicates execution of Ansible Automation Platform workflows. The server context shows this is an 'enterprise-grade MCP server' enabling 'automation resources' management.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

aap_launch_workflow Rate-limited

aap_launch_workflow stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "aap_launch_workflow": {
      "limits": [
        {
          "counter": "aap_launch_workflow_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches AAP MCP Server, so you can run agents against it safely.

FAQ

Questions about aap_launch_workflow

What does the aap_launch_workflow tool do? +

aap_launch_workflow. It is categorised as a Execute tool in the AAP MCP Server MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on aap_launch_workflow? +

Register the AAP MCP Server MCP server in PolicyLayer and add a rule for aap_launch_workflow: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches AAP MCP Server. Nothing to install.

What risk level is aap_launch_workflow? +

aap_launch_workflow is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit aap_launch_workflow? +

Yes. Add a rate_limit block to the aap_launch_workflow rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block aap_launch_workflow completely? +

Set action: deny in the PolicyLayer policy for aap_launch_workflow. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides aap_launch_workflow? +

aap_launch_workflow is provided by the AAP MCP Server MCP server (srinivassrinu842/aap-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.