# GEPA MCP Server

> Use this tool when you need to optimize and improve prompts for better performance, as it implements the Genetic-Evolutionary Prompt Architecture to automatically adapt and refine prompts. The GEPA MCP Server solves problems related to prompt engineering, such as inefficient or ineffective prompts, by providing tools for rapid optimization and contextual adaptation. It takes in initial prompts and outputs optimized versions, making it ideal for use cases where prompt refinement is crucial for achieving desired outcomes.

Canonical page: https://skillsregistry.net/skills/developzir-gepa-mcp  
JSON: https://api.skillsregistry.net/v1/skills/developzir-gepa-mcp

## Description

Implements the Genetic-Evolutionary Prompt Architecture for automatic prompt optimization, providing tools to optimize, quickly improve, and contextually adapt prompts.

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/oz6k1o4x4w)
- **Repository:** <https://github.com/developzir/gepa-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "developzir-gepa-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/developzir-gepa-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/developzir-gepa-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt