The three tools have clearly distinct purposes: get_supported_languages retrieves language metadata, transcribe_from_file processes local files, and transcribe_from_url handles remote content. There is no overlap in functionality, and each tool's name and description make its specific role unambiguous.

All tool names follow a consistent verb_noun pattern with snake_case: get_supported_languages, transcribe_from_file, and transcribe_from_url. The naming is predictable and uniform throughout the set, making it easy to understand the action and target.

Three tools are reasonable for a transcription server, covering language support and transcription from both local and remote sources. However, the count feels slightly thin as it lacks utilities like managing transcriptions or adjusting parameters post-transcription, though the core functionality is well-represented.

The server provides essential operations for transcription: language lookup and transcription from file/URL, covering the main workflows. A minor gap exists in not offering tools to edit or delete generated transcripts, but agents can work around this by handling files externally.