# rtcf-mcp

> rtcf-mcp — hengkp-rtcf-mcp. Use this tool when you need to refine rough requests into precise prompts, leveraging its Role/Task/Context/Format (RTCF) capabilities to improve clarity. It solves the problem of vague or unclear requests, supporting both Thai and English languages, and integrates with git for seamless workflow management. Ideal for use cases requiring sharp, well-defined prompts, such as AI model training or content generation tasks.

Canonical page: https://skillsregistry.net/skills/hengkp-rtcf-mcp  
JSON: https://api.skillsregistry.net/v1/skills/hengkp-rtcf-mcp

## Description

Prompt improver MCP server (hosted). Turns rough requests into sharp Role/Task/Context/Format prompts. Thai + English.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/hengkp/rtcf-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": "hengkp-rtcf-mcp"
    }
  }
}
```

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