# multi_perspective_gepa

A other tool on the GEPA MCP Server MCP server.

Agent View of the PolicyLayer registry record for `multi_perspective_gepa`. HTML page: https://policylayer.com/tools/developzir-gepa-mcp/multi-perspective-gepa

## Facts

- Tool: `multi_perspective_gepa`
- 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": "multi_perspective_gepa",
    "arguments": {}
  }
}
```

## Why multi_perspective_gepa is rated Low

The description is empty and uninformative. Based on the server context (prompt optimization) and the tool name, this likely performs prompt analysis or optimization from multiple perspectives, which would be a Read/Write operation. However, without a description, confidence is low.

From the tool's own definition: "Tool name is 'multi_perspective_gepa' with empty description. Name suggests multi-perspective analysis related to GEPA (Genetic-Evolutionary Prompt Architecture)."

## Use case

AI agents call multi_perspective_gepa 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": {
    "multi_perspective_gepa": {
      "limits": [
        {
          "counter": "multi_perspective_gepa_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_claude_analysis` — Other — https://policylayer.com/tools/developzir-gepa-mcp/gepa-with-claude-analysis.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
- `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