MCP server for audio transcription via faster-whisper (local) or OpenAI Whisper API
Project description
whisper-transcribe-mcp
MCP server for audio transcription using faster-whisper (local, free, offline) or OpenAI Whisper API (cloud, requires API key).
Installation
Option A — uvx (no install needed, recommended)
# Local backend (downloads model on first use):
uvx "whisper-transcribe-mcp[local]"
# OpenAI backend:
uvx "whisper-transcribe-mcp[openai]"
# Both backends:
uvx "whisper-transcribe-mcp[all]"
Option B — pip
# Local backend:
pip install "whisper-transcribe-mcp[local]"
# OpenAI backend:
pip install "whisper-transcribe-mcp[openai]"
# Both:
pip install "whisper-transcribe-mcp[all]"
Configuration
Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json)
Local backend (default):
{
"mcpServers": {
"whisper-transcribe": {
"command": "uvx",
"args": ["whisper-transcribe-mcp[local]"],
"env": {
"WHISPER_MODEL": "base"
}
}
}
}
OpenAI backend:
{
"mcpServers": {
"whisper-transcribe": {
"command": "uvx",
"args": ["whisper-transcribe-mcp[openai]"],
"env": {
"OPENAI_API_KEY": "sk-..."
}
}
}
}
Claude Code
claude mcp add whisper-transcribe uvx -- "whisper-transcribe-mcp[local]"
Environment Variables
| Variable | Default | Description |
|---|---|---|
WHISPER_MODEL |
base |
Local model size: tiny, base, small, medium, large-v3 |
OPENAI_API_KEY |
— | If set, uses OpenAI Whisper API instead of local model |
Tools
transcribe_file
Transcribe an audio file by path (mp3, wav, m4a, ogg, flac, etc.).
transcribe_base64
Transcribe audio provided as a base64-encoded string.
list_models
Show available models and current backend configuration.
Local Model Sizes
| Model | Size | Speed | Notes |
|---|---|---|---|
| tiny | 39M | ~32x | Fastest |
| base | 74M | ~16x | Good balance (default) |
| small | 244M | ~6x | Better accuracy |
| medium | 769M | ~2x | High accuracy |
| large-v3 | 1.5G | ~1x | Best accuracy |
Models are downloaded automatically from HuggingFace on first use and cached locally.
License
MIT
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