Arabic Pipeline API

by FastDrop

MCP MCP VERIFIED Verified 2 hours ago Registry import free

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

Pay-per-call Arabic text, audio and document utilities over x402. USDC on Base, no API key. Official MCP Registry: io.github.skypantherr/arabic-pipeline@0.1.0. Remote endpoint: https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as io.github.skypantherr/arabic-pipeline and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.

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Tools this endpoint exposes

Read directly from the endpoint on 22 Oct 2026. Not supplied by the maker.

text_metrics
Text metrics for Arabic (or any) text: counts, language mix, sentence/word stats, reading time.
text_normalize
Normalize Arabic text: strip tashkeel/tatweel, fold alef/ya/ta-marbuta, unify digits, remove bidi control characters, collapse whitespace.
audio_transcribe
Transcribe an audio file to clean text (Arabic or English).
doc_extract
Extract structured fields from an Arabic document image or PDF (receipts, invoices, IDs).