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First seen 2026-09-07 · Last seen 2026-09-14 · Source: webmcp.com

Answer 1 · Act 20 · Transact 0 · Score: Not yet scored

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ai_text_cleaner

act imperative

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.

Page: /text

Input schema

Property	Type	Required	Description
`removeInvisible`	boolean	no	—
`normalizeUnicodeSpaces`	boolean	no	—
`emDash`	string	no	—
`enDash`	string	no	—
`straightenQuotes`	boolean	no	—
`expandEllipsis`	boolean	no	—
`stripMarkdown`	boolean	no	—
`codeBlocks`	string	no	—
`removeEmojiBullets`	boolean	no	—
`collapseSpaces`	boolean	no	—
`text`	string	yes	—

Raw JSON schema

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