qwen3_forced_aligner_align – 1 MCP server offers this tool
What it usually takes
audio– in 1 of 1language– in 1 of 1transcript– in 1 of 1
No server marks it as only reading: treat it as able to change data.
From each publisher's own tool list. We never call a tool.
Servers
| Server | Inputs | Read-only? |
|---|---|---|
Qwen3 Forced Aligner co.huggingface.hugging-apps/qwen3-forced-aligner Align a transcript to audio, producing word-level timestamps. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool | audio,language,transcript | Not stated |