mcp-arabic-toolkit
An MCP server exposing Arabic text tools to any MCP-aware model.
Pythonopen source
Problem
Arabic text needs normalisation and careful handling before models can work with it reliably. Rather than re-solving this inside every app, this packages the tools behind the Model Context Protocol so any client can call them.
Approach
- Exposes Arabic normalisation (diacritics, alef and similar forms) as MCP tools.
- Provides transliteration and dialect-aware handling.
- Implements the MCP server contract so Claude and other MCP clients can discover and call the tools directly.
Tech
MCPPythonArabic NLPLLM tooling
Status
Shipped and open source.