optimize_prompt

A other tool on the GEPA MCP server.

SERVERGEPA MCP Server SOURCEdevelopzir/gepa-mcp

Low RISK CLASS

Category Other

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/developzir-gepa-mcp/optimize-prompt.md

WHAT IT DOES

What optimize_prompt does on GEPA MCP Server

AI agents call optimize_prompt as a supporting operation in GEPA MCP Server workflows.

RISK

Why optimize_prompt is rated Low

With no description available, classification must rely on the tool name and server context. Based on sibling tools like 'auto_optimize_prompt', 'quick_prompt_improve', and 'holistic_optimize', this tool likely optimizes/improves prompts — a Write-like operation modifying text artifacts, but with very low blast radius. Confidence is low due to the empty description.

From the tool's definition Tool name is 'optimize_prompt' but description is empty/uninformative. Sibling tools suggest prompt optimization context.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs optimize_prompt safely

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

optimize_prompt Rate-limited

optimize_prompt gets a rate cap, and everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "optimize_prompt": {
      "limits": [
        {
          "counter": "optimize_prompt_rate",
          "window": "minute",
          "max": 60,
          "scope": "grant"
        }
      ]
    }
  }
}

SET A RULE FOR THIS TOOL → Instant setup, no code required.

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

FAQ

Questions about optimize_prompt

What does the optimize_prompt tool do? +

optimize_prompt is a other tool on the GEPA MCP Server MCP server. It is categorised as a Other tool in the GEPA MCP Server MCP Server, which means it performs auxiliary operations.

How do I enforce a policy on optimize_prompt? +

Register the GEPA MCP Server MCP server in PolicyLayer and add a rule for optimize_prompt: 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 GEPA MCP Server. Nothing to install.

What risk level is optimize_prompt? +

optimize_prompt is a Other tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit optimize_prompt? +

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

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

optimize_prompt is provided by the GEPA MCP Server MCP server (developzir/gepa-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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