batch_generate · Academic Figures MCP: Risk & Policy

WHAT IT DOES

What batch_generate does on Academic Figures

AI agents invoke batch_generate to trigger actions in Academic Figures. 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 batch_generate needs a policy

This tool executes a multi-step generation process (fetching data from PMIDs and producing figures) for multiple inputs in sequence. It triggers external operations and computational workflows, placing it in the Execute category. Misuse could result in large-scale resource consumption or generation of misleading academic figures, warranting medium severity.

From the tool's definition Generate academic figures for multiple PMIDs in sequence

Risk signalsBulk/mass operation — affects multiple targets

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

batch_generate Rate-limited

batch_generate 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": {
    "batch_generate": {
      "limits": [
        {
          "counter": "batch_generate_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 Academic Figures, so you can run agents against it safely.

FAQ

Questions about batch_generate

What does the batch_generate tool do? +

Generate academic figures for multiple PMIDs in sequence. It is categorised as a Execute tool in the Academic Figures MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on batch_generate? +

Register the Academic Figures MCP server in PolicyLayer and add a rule for batch_generate: 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 Academic Figures. Nothing to install.

What risk level is batch_generate? +

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

Can I rate-limit batch_generate? +

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

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

batch_generate is provided by the Academic Figures MCP server (u9401066/academic-figures-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.