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MLX Whisper MCP Server

@kachiO

代码仓库

基本信息

分类

其他

许可证

Apache-2.0

传输方式

stdio

作者

kachiO

关于 MLX Whisper MCP Server

Local MCP server for MLX Whisper transcription

#mcp#transcription#whisper#mlx#claude

MLX Whisper MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mlx-whisper-mcp": {
      "command": "uv",
      "args": [
        "run",
        "mlx_whisper_mcp.py"
      ]
    }
  }
}

MLX Whisper MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is MLX Whisper MCP Server?

A Model Context Protocol server that provides audio transcription capabilities using MLX Whisper on Apple Silicon Macs. It can transcribe audio files, base64-encoded audio data, and YouTube videos.

How to use MLX Whisper MCP Server?

Run directly with uv run mlx_whisper_mcp.py. For Claude Desktop, use uv tool run fastmcp install mlx_whisper_mcp.py or manually configure the server in the Claude Desktop config JSON with the uv command and the script's working directory.

Key features of MLX Whisper MCP Server

  • Transcribes audio files directly from disk
  • Transcribes audio from base64-encoded data
  • Downloads and transcribes YouTube videos
  • Uses the high-quality mlx-community/whisper-large-v3-turbo model
  • Self-contained script with automatic dependency management via uv run
  • Saves transcription text files alongside audio files

Use cases of MLX Whisper MCP Server

  • Transcribe a local audio recording for note-taking
  • Translate a foreign-language audio file to English
  • Get a transcript of a YouTube video’s speech
  • Process audio clips sent as base64 data from other apps

常见问题

1

What hardware does it require?

An Apple Silicon Mac (M-series) running Python 3.12 or higher, with `uv` installed.

2

How do I install dependencies?

Dependencies are handled automatically by `uv run` when starting the server. The Whisper model (≈1.6 GB) is downloaded on first run.

3

Where are downloaded YouTube videos stored?

They are saved to `~/.mlx-whisper-mcp/downloads` unless the `keep_file` option is set to `True`.

4

Can I transcribe very long audio files?

The large model may cause memory pressure on very long audio files.

5

How does authentication work for YouTube downloads?

Some videos may be restricted or require authentication, which is not supported by the server.

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