# json-promptor-mcp

> Use this tool when you need to convert raw text prompts into structured JSON format for easier processing and analysis. It solves the problem of unorganized text data by extracting relevant keywords and organizing them into a usable JSON output, eliminating the need for API keys. Ideal for applications requiring efficient text-to-JSON conversion, such as data preprocessing, natural language processing, or machine learning model inputs.

Canonical page: https://skillsregistry.net/skills/ahopo-json-promptor-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ahopo-json-promptor-mcp

## Description

An MCP server that converts raw text prompts into structured JSON prompts using heuristic keyword extraction — no API keys required.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v7x09vpj6j)
- **Repository:** <https://github.com/ahopo/json-promptor-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": "ahopo-json-promptor-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ahopo-json-promptor-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ahopo-json-promptor-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