# io.github.kapillamba4/meta-prompt-mcp

> Use this tool when you need to generate effective meta-prompts for AI models, leveraging official guides from Google and Anthropic to improve prompt engineering. It solves problems of suboptimal prompt design and provides a server-based interface for inputting prompt requirements and outputting tailored meta-prompts. Ideal for use cases requiring high-quality, model-agnostic prompts, such as fine-tuning language models or optimizing AI workflows.

Canonical page: https://skillsregistry.net/skills/io-github-kapillamba4-meta-prompt-mcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-kapillamba4-meta-prompt-mcp

## Description

MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.11
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-04-17

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.kapillamba4%2Fmeta-prompt-mcp)
- **Repository:** <https://github.com/kapillamba4/meta-prompt-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": "io-github-kapillamba4-meta-prompt-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-kapillamba4-meta-prompt-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-kapillamba4-meta-prompt-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