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Arabic Pipeline API

by io.github.skypantherr
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Server Details

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

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
skypantherr/arabic-pipeline
GitHub Stars
0

TDQS

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Available Tools

4 tools
audio_transcribeInspect

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

ParametersJSON Schema
NameRequiredDescriptionDefault
mime_typeNoAudio MIME type, e.g. audio/webm.
audio_base64YesBase64-encoded audio file.
doc_extractInspect

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

ParametersJSON Schema
NameRequiredDescriptionDefault
mime_typeNoDocument MIME type, e.g. image/jpeg.
document_base64YesBase64-encoded document image or PDF.
text_metricsInspect

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

ParametersJSON Schema
NameRequiredDescriptionDefault
textYesThe text to measure.
text_normalizeInspect

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

ParametersJSON Schema
NameRequiredDescriptionDefault
modeNolight = whitespace/digits/bidi cleanup; search = + tashkeel removal and letter folding; index = + punctuation stripped.
textYesThe Arabic text to normalize.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 4 tool updates
    • First observedaudio_transcribe
    • First observeddoc_extract
    • First observedtext_metrics
    • First observedtext_normalize

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