WebMCP Registry

ai_text_cleaner

verifiedv0.1

Cleans AI-generated pasted text in the browser: invisible characters, unicode spaces, dash/quote/ellipsis normalization, optional markdown stripping. Pass text (1–100000 chars) and optional flags from config. Variant URLs are not a second machine Tool — pass flags explicitly. Do not use this as a general whitespace/HTML cleaner (that is text_cleaner) or to rewrite meaning.

Updated 9/3/2026 · Created 9/3/2026

Input Schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "maxLength": 100000,
      "minLength": 1
    },
    "emDash": {
      "enum": [
        "keep",
        "hyphen",
        "comma",
        "space",
        "remove"
      ],
      "type": "string",
      "default": "hyphen"
    },
    "enDash": {
      "enum": [
        "keep",
        "hyphen"
      ],
      "type": "string",
      "default": "hyphen"
    },
    "codeBlocks": {
      "enum": [
        "unwrap",
        "keep",
        "remove"
      ],
      "type": "string",
      "default": "unwrap"
    },
    "stripMarkdown": {
      "type": "boolean",
      "default": true
    },
    "collapseSpaces": {
      "type": "boolean",
      "default": true
    },
    "expandEllipsis": {
      "type": "boolean",
      "default": true
    },
    "removeInvisible": {
      "type": "boolean",
      "default": true
    },
    "straightenQuotes": {
      "type": "boolean",
      "default": true
    },
    "removeEmojiBullets": {
      "type": "boolean",
      "default": true
    },
    "normalizeUnicodeSpaces": {
      "type": "boolean",
      "default": true
    }
  },
  "additionalProperties": false
}

Full Contract

{
  "name": "ai_text_cleaner",
  "description": "Cleans AI-generated pasted text in the browser: invisible characters, unicode spaces, dash/quote/ellipsis normalization, optional markdown stripping. Pass text (1–100000 chars) and optional flags from config. Variant URLs are not a second machine Tool — pass flags explicitly. Do not use this as a general whitespace/HTML cleaner (that is text_cleaner) or to rewrite meaning.",
  "inputSchema": {
    "type": "object",
    "$schema": "http://json-schema.org/draft-07/schema#",
    "required": [
      "text"
    ],
    "properties": {
      "text": {
        "type": "string",
        "maxLength": 100000,
        "minLength": 1
      },
      "emDash": {
        "enum": [
          "keep",
          "hyphen",
          "comma",
          "space",
          "remove"
        ],
        "type": "string",
        "default": "hyphen"
      },
      "enDash": {
        "enum": [
          "keep",
          "hyphen"
        ],
        "type": "string",
        "default": "hyphen"
      },
      "codeBlocks": {
        "enum": [
          "unwrap",
          "keep",
          "remove"
        ],
        "type": "string",
        "default": "unwrap"
      },
      "stripMarkdown": {
        "type": "boolean",
        "default": true
      },
      "collapseSpaces": {
        "type": "boolean",
        "default": true
      },
      "expandEllipsis": {
        "type": "boolean",
        "default": true
      },
      "removeInvisible": {
        "type": "boolean",
        "default": true
      },
      "straightenQuotes": {
        "type": "boolean",
        "default": true
      },
      "removeEmojiBullets": {
        "type": "boolean",
        "default": true
      },
      "normalizeUnicodeSpaces": {
        "type": "boolean",
        "default": true
      }
    },
    "additionalProperties": false
  }
}

GET /api/tool/simpletoolstack.com/ai_text_cleaner