io.github.skypantherr/arabic-pipeline

up checked 2026-11-11T04:39:16.567Z

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Publisher-provided title

Arabic Pipeline API

Publisher-provided description

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

Summary by lookupd

Transcribes Arabic or English audio, extracts fields from Arabic documents, and normalizes, searches, diffs and chunks text, pay-per-call.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http arabic-pipeline https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/

Codex, remote (streamable-http)

codex mcp add arabic-pipeline --url https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/

Cursor, remote (streamable-http) → .cursor/mcp.json

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

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (9 tools)

Publisher-provided text

• text_metrics Measure text deterministically: characters, words, unique words, sentences, lines, paragraphs, digits, punctuation, average word and sentence length, reading ti
• text_normalize Canonicalise Arabic text for search, matching or indexing: remove tashkeel and tatweel, fold alef/ya/ta-marbuta, unify Arabic-Indic digits, strip bidi control c
• text_detect_language Identify whether text is Arabic, English, mixed or unknown from its script mix, with a confidence score and the count of Arabic, Latin and other letters. Determ
• text_chunk Split long text into chunks for a model context window. Cuts at sentence boundaries when possible, then at word boundaries, and never mid-word unless a single w
• text_diff Compare two texts word by word after Arabic normalisation (tashkeel, alef/ya/ta-marbuta and digit variants are treated as equal). Returns an equal flag, a simil
• text_search Search Arabic (or any) text with normalisation: tashkeel, alef/ya/ta-marbuta, hamza and Arabic-Indic digit variants are ignored, so فَاطِمَة matches فاطمة and ١
• audio_transcribe Transcribe Arabic or English speech to plain text. Send the audio as base64 (webm, mp3, wav or mp4); the payload limit is 12 MB of base64. Returns the transcrip
• doc_extract Extract structured fields from an Arabic document image or PDF (receipts, invoices, official letters, national IDs, bank slips) as JSON: amounts, dates, names,
• doc_extract_batch Extract structured fields from 1 to 5 Arabic documents in one paid call: $0.10 for the batch, i.e. $0.02 per document instead of $0.03. Documents are processed

Details

• Version: 0.2.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 334 ms
• First indexed: 2026-11-01T09:55:25.624Z
• Last seen in registry: 2026-11-01T09:55:25.634Z
• Repository: https://github.com/skypantherr/arabic-pipeline
• Website: https://arabic-pipeline.arabic-pipeline.workers.dev/

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