ruvector-gnn · Claude Flow MCP: Risk & Policy

WHAT IT DOES

What ruvector-gnn does on Claude Flow

AI agents invoke ruvector-gnn to trigger actions in Claude Flow. 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 ruvector-gnn needs a policy

This tool executes machine learning model operations (graph neural networks) whose behavior is data-dependent. While not destructive or financial, the execution of neural network layers can have side effects on agent state, memory, and swarm coordination in the enterprise AI orchestration context.

From the tool's definition Tool description states 'Execute GNN layer' with multiple graph neural network implementations (GCN, GAT, GraphSAGE, GIN, MPNN, EdgeConv).

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

ruvector-gnn Rate-limited

ruvector-gnn 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": {
    "ruvector-gnn": {
      "limits": [
        {
          "counter": "ruvector-gnn_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 Claude Flow, so you can run agents against it safely.

FAQ

Questions about ruvector-gnn

What does the ruvector-gnn tool do? +

Execute GNN layer (GCN, GAT, GraphSAGE, GIN, MPNN, EdgeConv). It is categorised as a Execute tool in the Claude Flow MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on ruvector-gnn? +

Register the Claude Flow MCP server in PolicyLayer and add a rule for ruvector-gnn: 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 Claude Flow. Nothing to install.

What risk level is ruvector-gnn? +

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

Can I rate-limit ruvector-gnn? +

Yes. Add a rate_limit block to the ruvector-gnn 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 ruvector-gnn completely? +

Set action: deny in the PolicyLayer policy for ruvector-gnn. 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 ruvector-gnn? +

ruvector-gnn is provided by the Claude Flow MCP server (claude-flow). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.