Server has 6 tools with basic schemas and descriptions, but significant gaps limit production readiness. All tools have descriptions (10-100 chars, mostly adequate) and input schemas with types. However, parameter descriptions are sparse or missing context. No output schemas documented. Error handling is minimal, tools return generic error dicts without recovery guidance. Tool naming follows verb_noun convention (good), but composition issues exist: download tools mix concerns (download + convert + save). No tool annotations (readOnlyHint/destructiveHint). Schemas lack enums for constrained inputs (e.g., model_size, output_format, language). Parameter descriptions omit format/range constraints. Overall: functional but below production baseline.

• Add JSON Schema output definitions for all tools. Document response fields, types, and examples. E.g., transcribe_audio_file_tool should return {transcript: string, speaker_segments: [{speaker: string, text: string, start_time: float, end_time: float}], model_used: string}.
• Convert 'model_size' and 'output_format' parameters to enums in the schema. Replace description 'Whisper model size (tiny, base, small, medium, large, turbo)' with enum: ['tiny', 'base', 'small', 'medium', 'large', 'turbo'].
• Add min/max constraints to numeric parameters. E.g., chunk_size: {type: 'integer', minimum: 1024, maximum: 10485760, default: 65536}, start_position: {type: 'integer', minimum: 0}.
• Enhance error messages with recovery guidance. E.g., download_apple_podcast_tool: 'Failed to fetch podcast. Verify URL is a valid Apple Podcasts link (podcasts.apple.com/...). Retry in 30s if network timeout.'
• Add tool annotations: mark download tools with destructiveHint: true; mark read/transcribe tools with readOnlyHint: true. This enables agents to reason about retry safety and side effects.

Inferred effective spec: 2026-07-28+.

• Current-spec patterns present: Streamable HTTP