quick_prompt_improve

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/quick-prompt-improve.md

WHAT IT DOES

What quick_prompt_improve does on GEPA MCP Server

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

RISK

Why quick_prompt_improve is rated Low

Based on the server context (prompt optimization architecture), this tool likely improves/rewrites prompts, which would be a Write-level operation on text data. However, with an empty description, confidence is very low. Sibling tools suggest it's a lighter/faster version of prompt optimization. No financial, destructive, or execution risk apparent.

From the tool's definition Tool name is 'quick_prompt_improve'; description is empty and uninformative.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs quick_prompt_improve 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 quick_prompt_improve, this is the rule to start with:

quick_prompt_improve Rate-limited

quick_prompt_improve 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": {
    "quick_prompt_improve": {
      "limits": [
        {
          "counter": "quick_prompt_improve_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 quick_prompt_improve call is checked against it from then on.

FAQ

Questions about quick_prompt_improve

What does the quick_prompt_improve tool do? +

quick_prompt_improve 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 quick_prompt_improve? +

Register the GEPA MCP Server MCP server in PolicyLayer and add a rule for quick_prompt_improve: 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 quick_prompt_improve? +

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

Can I rate-limit quick_prompt_improve? +

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

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

quick_prompt_improve 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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