Prompt Cleaner MCP Server

MIT License

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normalize-prompt

Standardize and refine raw prompts by normalizing, restructuring, and clarifying text. Supports code and general modes, ensuring clean, consistent input for improved processing.

Instructions

Alias of cleaner. Keywords: normalize, restructure, clarify, tighten, format, preflight. Same input/output schema as 'cleaner'.

Input Schema

Name	Required	Description
`mode`	No	Retouching mode; default 'general'. Use 'code' only for code-related prompts.
`prompt`	Yes	Raw user prompt
`temperature`	No	Sampling temperature (0-2); default 0.2

Input Schema (JSON Schema)

{
  "properties": {
    "mode": {
      "description": "Retouching mode; default 'general'. Use 'code' only for code-related prompts.",
      "enum": [
        "code",
        "general"
      ],
      "type": "string"
    },
    "prompt": {
      "description": "Raw user prompt",
      "type": "string"
    },
    "temperature": {
      "description": "Sampling temperature (0-2); default 0.2",
      "type": "number"
    }
  },
  "required": [
    "prompt"
  ],
  "type": "object"
}

Install Server

HTTP connection URL

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