Arabic Pipeline API MCP Server

by skypantherr Your server? Claim it

answering

Arabic Pipeline API is answering right now. Last checked 3 min ago. It exposes 4 tools. Last commit 22 Oct 2026.

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

Uptime history 4 days of history

4 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

206 ms

Response time

average over 24h

Stars

last commit 22 Oct 2026

Nothing serious here today

Today is the operative word: we check Arabic Pipeline API every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

Settings → Connectors → Add custom connector, then paste this address

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

~/.codex/config.toml

[mcp_servers.arabic-pipeline]
url = "https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/"

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "arabic-pipeline": {
      "type": "http",
      "url": "https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

text

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

audio_transcribe

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

doc

doc_extract

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

Endpoints

URL	Transport	State	Latency	Checked
https://arabic-pipeline-mcp.arabic-pipeline.workers.dev/	streamable-http	answering	167 ms	3 min ago

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Arabic Pipeline API — questions

Answers built from our own checks of this server.

What can Arabic Pipeline API do?

It exposes 4 tools, read directly from the server on our last check. Among them: audio_transcribe, doc_extract, text_metrics, text_normalize. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Arabic Pipeline API working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 206 ms. The bar chart above shows every period we have measured.

How do I connect Arabic Pipeline API?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Arabic Pipeline API need an API key?

No. Arabic Pipeline API completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Arabic Pipeline API?

It answers our handshake in 206 ms on average, which is faster than 77% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Arabic Pipeline API open source?

We cannot say either way: written in TypeScript, 0 stars on GitHub and 1 open issue, but we could not determine the licence, and without one the code is not open source by default.