A
licenseB
qualityD
maintenanceProvides AI-powered audio generation and processing through the MusicGPT API, enabling music creation, voice conversion, audio manipulation, stem extraction, and audio analysis capabilities.
24
12 npm
1
MIT
ProducerMCP
by AceDataCloud
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TDQS
A3.9/5.0
Scored across 18 tools
Disambiguation4/5
Most tools cleanly separate generation, modification, retrieval, and audio processing concerns. The main ambiguity is between cover_music and variation_music, both of which create alternative versions of an existing song, though their descriptions distinguish genre/remix changes from subtle arrangement variations. get_task and get_tasks_batch are also adjacent but clearly differentiated by single vs. batch polling.
Naming Consistency4/5
All tools share the producer_ prefix and mostly follow a verb_noun pattern such as generate_music, get_task, swap_vocals, and upload_audio. A few names like variation_music and stems_music break the verb-first pattern, and get_lyric_format_guide uses a longer compound object, so consistency is good but not perfect.
Tool Count4/5
18 tools is above the typical 3-15 range, but the music production workflow justifies most of them: generation, editing, stems, swaps, video, lyrics, upload, and task polling. The two reference guides and the separate single/batch task query tools add mild bulk, but no tool feels truly extraneous.
Completeness4/5
The domain is covered end-to-end: create music via prompt or lyrics, retrieve results, modify via extend/cover/variation/replace, process via stems/swaps/WAV/video, and import external audio. Minor conveniences like listing all tasks or cancelling a task are absent, but core workflows have no dead ends.
Maintenance
ActivityActive
ResponsivenessUnresponsive