adaptive_gepa_with_complexity

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/adaptive-gepa-with-complexity.md

WHAT IT DOES

What adaptive_gepa_with_complexity does on GEPA MCP Server

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

RISK

Why adaptive_gepa_with_complexity is rated Low

The tool name suggests it is related to GEPA (Genetic-Evolutionary Prompt Architecture) prompt optimization with some complexity-adaptive behavior, based on sibling tools context. Prompt optimization tools typically only read/write prompt text internally and return improved prompts, placing them at most in the Write category. However, with an empty description, confidence is very low.

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

Attacks that exploit this kind of access

RECOMMENDED RULE

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

adaptive_gepa_with_complexity Rate-limited

adaptive_gepa_with_complexity 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": {
    "adaptive_gepa_with_complexity": {
      "limits": [
        {
          "counter": "adaptive_gepa_with_complexity_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 adaptive_gepa_with_complexity call is checked against it from then on.

FAQ

Questions about adaptive_gepa_with_complexity

What does the adaptive_gepa_with_complexity tool do? +

adaptive_gepa_with_complexity 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 adaptive_gepa_with_complexity? +

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

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

Can I rate-limit adaptive_gepa_with_complexity? +

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

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

adaptive_gepa_with_complexity 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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