MCP MeasureMCP Measure

索引已观测

Arabic Pipeline API

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

我该使用它吗

质量与安全性

A
描述质量
80%
模式完整度
100%
命名质量
80%
投毒风险
100%
权限匹配度
100%
协议合规性
100%

发现（2）

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

基于对工具定义和协议合规性的自动分析。

上下文开销

~436token 数（工具定义）
~906 B典型响应大小
对注意力的影响极小（占 128k 上下文窗口的 0.34%）

这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。

安装

一键安装

将以下内容添加到你的 `claude_desktop_config.json` 文件中：

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

远程端点

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

它能做什么

工具清单

工具（4）

🟢 只读🟡 写入🔴 删除⚪ 未知
⚪text_metrics(text)

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

输入模式

{
  "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.

输入模式

{
  "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).

输入模式

{
  "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).

输入模式

{
  "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#"
}

社区

评价此服务器

证据

最近观测

已验证未记录版本4 个工具