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tok.show

tok.show

live Unverified (seed import) AI & Agents 11 tools imperative implementation

TokShow

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 6 · Act 5 · Transact 0 · Score: Not yet scored

Tool inspector

create_spans

act imperative

Return the byte start/end span corresponding to every token for supplied text with one model or several models, without changing the Tok·Show UI. Spans normally address the supplied input bytes. If a tokenizer normalizes its input first, spanInputs identifies the processed text whose bytes the spans address.

Input schema

PropertyTypeRequiredDescription
text string no Text content to use directly.
url string no HTTP(S) URL whose UTF-8 response body should be used as text content. Cross-origin URLs must permit browser fetches.
models — no One model ID or an array of model IDs. Defaults to all available models.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "maxLength": 1000000,
      "description": "Text content to use directly."
    },
    "url": {
      "type": "string",
      "description": "HTTP(S) URL whose UTF-8 response body should be used as text content. Cross-origin URLs must permit browser fetches."
    },
    "models": {
      "oneOf": [
        {
          "type": "string",
          "enum": [
            "gpt",
            "gemma",
            "qwen",
            "kimi",
            "deepseek",
            "mimo",
            "sdxl",
            "glm",
            "minimax",
            "hy",
            "step",
            "muse"
          ]
        },
        {
          "type": "array",
          "items": {
            "type": "string",
            "enum": [
              "gpt",
              "gemma",
              "qwen",
              "kimi",
              "deepseek",
              "mimo",
              "sdxl",
              "glm",
              "minimax",
              "hy",
              "step",
              "muse"
            ]
          },
          "minItems": 1,
          "maxItems": 12,
          "uniqueItems": true
        }
      ],
      "description": "One model ID or an array of model IDs. Defaults to all available models."
    }
  },
  "oneOf": [
    {
      "required": [
        "text"
      ],
      "not": {
        "required": [
          "url"
        ]
      }
    },
    {
      "required": [
        "url"
      ],
      "not": {
        "required": [
          "text"
        ]
      }
    }
  ],
  "additionalProperties": false
}

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