orch_generate_boilerplate

Genera código Python (Airflow DAG) a partir de un dag_id y una lista de nombres de tareas.

SERVERMCP Framework Personal SOURCEinggerman/mcps

High RISK CLASS

Category Execute

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/inggerman-mcps/orch-generate-boilerplate.md

WHAT IT DOES

What orch_generate_boilerplate does on MCP Framework Personal

AI agents invoke orch_generate_boilerplate to trigger actions in MCP Framework Personal. 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.

RISK

Why orch_generate_boilerplate is rated High

This tool generates Python code (Airflow DAG), which constitutes code generation/execution. While it may only produce code rather than directly executing it, generating runnable DAG code that could be deployed into an orchestration system represents an Execute-level risk. If the generated code is automatically written to a file or registered, the blast radius is high as it could affect production workflows.

From the tool's definition Genera código Python (Airflow DAG) a partir de un dag_id y una lista de nombres de tareas

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs orch_generate_boilerplate safely

PolicyLayer is an MCP gateway: it sits between your AI agents and MCP Framework Personal, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For orch_generate_boilerplate, this is the rule to start with:

orch_generate_boilerplate Rate-limited

orch_generate_boilerplate 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": {
    "orch_generate_boilerplate": {
      "limits": [
        {
          "counter": "orch_generate_boilerplate_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect MCP Framework Personal, apply this rule, and every orch_generate_boilerplate call is checked against it from then on.

FAQ

Questions about orch_generate_boilerplate

What does the orch_generate_boilerplate tool do? +

Genera código Python (Airflow DAG) a partir de un dag_id y una lista de nombres de tareas. It is categorised as a Execute tool in the MCP Framework Personal MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on orch_generate_boilerplate? +

Register the MCP Framework Personal MCP server in PolicyLayer and add a rule for orch_generate_boilerplate: 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 MCP Framework Personal. Nothing to install.

What risk level is orch_generate_boilerplate? +

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

Can I rate-limit orch_generate_boilerplate? +

Yes. Add a rate_limit block to the orch_generate_boilerplate 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 orch_generate_boilerplate completely? +

Set action: deny in the PolicyLayer policy for orch_generate_boilerplate. 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 orch_generate_boilerplate? +

orch_generate_boilerplate is provided by the MCP Framework Personal MCP server (inggerman/mcps). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

KEEP EXPLORING

More on MCP Framework Personal, and thousands of servers like it.

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All 811 MCP Framework Personal tools → High-risk tools on this server →

Across the catalogue

ai_generate on Percepta MCP Server → All high-risk MCP tools → The MCP Attack Database →

Guides

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