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Arabic Pipeline API

Pay-per-call Arabic text, audio and document utilities over x402. USDC on Base, no API key.

我該用這個嗎

品質與安全性

A
說明品質
80%
結構描述完整度
100%
命名品質
80%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

發現項目（2）

  • LOWTool 'audio_transcribe' description lacks action verb在 audio_transcribe 中
  • LOWTool 'doc_extract' description lacks action verb在 doc_extract 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~436Token（工具定義）
~906 B典型回應大小
極小的注意力影響（128k 上下文的 0.34%）

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案：

{
  "mcpServers": {
    "arabic-pipeline": {
      "url": "https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/"
    }
  }
}

遠端端點

https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/streamable-http

它能做什麼

工具清單

工具（4）

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
⚪text_metrics(text)

Text metrics for Arabic (or any) text: counts, language mix, sentence/word stats, reading time.

輸入結構描述

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "description": "The text to measure."
    }
  },
  "required": [
    "text"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🔴text_normalize(text, mode)

Normalize Arabic text: strip tashkeel/tatweel, fold alef/ya/ta-marbuta, unify digits, remove bidi control characters, collapse whitespace.

輸入結構描述

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "description": "The Arabic text to normalize."
    },
    "mode": {
      "type": "string",
      "enum": [
        "light",
        "search",
        "index"
      ],
      "description": "light = whitespace/digits/bidi cleanup; search = + tashkeel removal and letter folding; index = + punctuation stripped."
    }
  },
  "required": [
    "text"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪audio_transcribe(audio_base64, mime_type)

Transcribe an audio file to clean text (Arabic or English).

輸入結構描述

{
  "type": "object",
  "properties": {
    "audio_base64": {
      "type": "string",
      "description": "Base64-encoded audio file."
    },
    "mime_type": {
      "type": "string",
      "description": "Audio MIME type, e.g. audio/webm."
    }
  },
  "required": [
    "audio_base64"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢doc_extract(document_base64, mime_type)

Extract structured fields from an Arabic document image or PDF (receipts, invoices, IDs).

輸入結構描述

{
  "type": "object",
  "properties": {
    "document_base64": {
      "type": "string",
      "description": "Base64-encoded document image or PDF."
    },
    "mime_type": {
      "type": "string",
      "description": "Document MIME type, e.g. image/jpeg."
    }
  },
  "required": [
    "document_base64"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

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