generate_neural_network_map

THE RISK

Medium Risk

Why generate_neural_network_map needs a policy

This tool creates or modifies visual content (neural network map visualization) within a user's GitHub profile README. It transforms existing tech stack data into new SVG/graphical representations, which is a reversible write operation. It does not execute arbitrary code, delete data, or move money.

From the tool's definition Tool name 'generate_neural_network_map' and description 'Overhauls simple tech stack lists into visually stunning, data-connected' indicates creation/modification of README content.

Documented attack patterns abuse exactly the kind of access generate_neural_network_map gives an agent:

POLICY

How to control generate_neural_network_map

PolicyLayer is an MCP gateway — it sits between your AI agents and GodProfile MCP Toolkit, and nothing reaches the server without passing your rules. This is the rule we recommend for generate_neural_network_map:

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "generate_neural_network_map": {
      "limits": [
        {
          "counter": "generate_neural_network_map_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

generate_neural_network_map stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

Create a free account and register GodProfile MCP Toolkit — nothing to install.
Add this policy — paste it, or build it visually.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

LIMIT THIS TOOL →

Free to start. No card required.

EXPLORE

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Go deeper

The MCP Attack Database → Documented attack patterns against MCP deployments — and the policies that stop them.
Argument validation → Checking tool call arguments against schema and policy before they run.
Scoped token → Per-person credentials that grant a defined subset of servers and tools.
Rate Limiting MCP Tool Calls: A Practical Guide →
MCP Security: Why Prompt Guardrails Aren't Enough →

FAQ

Questions about generate_neural_network_map

What does the generate_neural_network_map tool do? +

Overhauls simple tech stack lists into visually stunning, data-connected. It is categorised as a Write tool in the GodProfile MCP Toolkit MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on generate_neural_network_map? +

Register the GodProfile MCP Toolkit MCP server in PolicyLayer and add a rule for generate_neural_network_map: 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 GodProfile MCP Toolkit. Nothing to install.

What risk level is generate_neural_network_map? +

generate_neural_network_map is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit generate_neural_network_map? +

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

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

generate_neural_network_map is provided by the GodProfile MCP Toolkit MCP server (luc0-0/godprofile). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every GodProfile MCP Toolkit tool call.

Start from GodProfile MCP Toolkit, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

CHECK YOUR STACK →