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Alternatives to MCP Arabic Toolkit

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    • A
      license
      A
      quality
      D
      maintenance
      MCP server exposing Arabic text utilities: normalisation, tashkeel stripping, transliteration, heuristic dialect detection, and token counting.
      5
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Enables dependable Arabic text normalization and search preparation for RAG and deduplication, with typed outputs, stable fingerprints, and experimental dialect, sentiment, and diacritization tools.
      2
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Enables MCP clients to use Arabic-centric AI for chat, cited Islamic Q&A, Qur'an and hadith quotation checks, deep research, Arabic-English translation, speech-to-text and text-to-speech, image generation, poetry, and safety moderation.
      12
      Apache 2.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Exposes specialized agents as MCP tools so users can manage and triage Jira tasks, analyze repositories for health and conventions, generate commit/PR/DevOps patterns, assemble reports, produce slides and infographics, and run semantic search over a knowledge base. Everything is invokable directly from inside a coding session in Claude Code, Cursor, or Claude Desktop.
      1
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides Arabic UI/UX design tools as an MCP server, offering RTL conversion, Arabic typography validation, cultural palettes, and anti-AI-slop auditing for AI-assisted design workflows.
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Enables Claude and other MCP-compatible agents to process documents, extract structured data, detect PII, and export LLM-ready datasets through natural language tool calls.
      8
      40 PyPI
      1
      MIT