# gepa_with_claude_analysis

A other tool on the GEPA MCP Server MCP server.

Agent View of the PolicyLayer registry record for `gepa_with_claude_analysis`. HTML page: https://policylayer.com/tools/developzir-gepa-mcp/gepa-with-claude-analysis

## Facts

- Tool: `gepa_with_claude_analysis`
- Server: GEPA MCP Server (`developzir/gepa-mcp`) — https://policylayer.com/tools/developzir-gepa-mcp.md
- Homepage: https://github.com/developzir/gepa-mcp
- Risk category: Other (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "gepa_with_claude_analysis",
    "arguments": {}
  }
}
```

## Why gepa_with_claude_analysis is rated Low

The description is completely empty, providing no information about what this tool does. Based on the name alone, it appears to involve some form of analysis using Claude within the GEPA (Genetic-Evolutionary Prompt Architecture) framework, likely a read/analyze operation on prompts.

From the tool's own definition: "Tool name: gepa_with_claude_analysis; description is empty and uninformative."

## Use case

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

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches GEPA MCP Server:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "gepa_with_claude_analysis": {
      "limits": [
        {
          "counter": "gepa_with_claude_analysis_rate",
          "window": "minute",
          "max": 60,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on GEPA MCP Server (11)

- `adaptive_gepa_with_complexity` — Other — https://policylayer.com/tools/developzir-gepa-mcp/adaptive-gepa-with-complexity.md
- `auto_optimize_prompt` — Other — https://policylayer.com/tools/developzir-gepa-mcp/auto-optimize-prompt.md
- `conversational_optimize` — Other — https://policylayer.com/tools/developzir-gepa-mcp/conversational-optimize.md
- `explain_optimization` — Other — https://policylayer.com/tools/developzir-gepa-mcp/explain-optimization.md
- `gepa_with_conversation_patterns` — Other — https://policylayer.com/tools/developzir-gepa-mcp/gepa-with-conversation-patterns.md
- `holistic_optimize` — Other — https://policylayer.com/tools/developzir-gepa-mcp/holistic-optimize.md
- `multi_perspective_gepa` — Other — https://policylayer.com/tools/developzir-gepa-mcp/multi-perspective-gepa.md
- `optimize_prompt` — Other — https://policylayer.com/tools/developzir-gepa-mcp/optimize-prompt.md
- `optimize_with_generated_training` — Other — https://policylayer.com/tools/developzir-gepa-mcp/optimize-with-generated-training.md
- `quick_prompt_improve` — Other — https://policylayer.com/tools/developzir-gepa-mcp/quick-prompt-improve.md
- `transfer_optimization_patterns` — Other — https://policylayer.com/tools/developzir-gepa-mcp/transfer-optimization-patterns.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=developzir-gepa-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/developzir-gepa-mcp