Equalang
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TDQS
Scored across 8 tools
Most tools have distinct purposes: credit balance, language listing, file translation, recording transcription, text translation, cost estimation, job checking, and job cancellation. The only potential confusion is between translate_file and transcribe_recording for recordings, but the descriptions clearly separate them (translation vs. transcription).
Tool names follow a consistent verb_noun pattern: get_credit_balance, list_languages, translate_file, transcribe_recording, translate_text, estimate_cost, check_job, cancel_job. All are lowercase with underscores and use imperative verbs, though the verbs vary (get, list, translate, transcribe, estimate, check, cancel) which is natural for the actions.
8 tools is well-scoped for a translation/transcription server. Each tool covers a distinct operation: balance check, language lookup, file translation, recording transcription, text translation, cost estimation, job status, and job cancellation. No redundant tools.
The server covers the full workflow: estimate cost, submit translation/transcription, check job status, cancel jobs, and check credits. Minor gaps include no tool to list past jobs or retrieve previously saved results without a job id, but the core lifecycle is complete.