Audio Analysis, Plugin Knowledge, MIDI Learning

Real audio processing capabilities for ChatGPT and AI assistants.

analyze_audio
export_visualization
classify_genre
assess_quality
suggest_mixing
learn_midi_mapping
list_midi_devices
optimize_device
list_plugins
test_plugin_quality
View detailed tool documentation
Real Audio Processing
10 Professional Tools
Production Ready
Get Started See Examples

Audio Analysis Core

  • analyze_audio - Deep audio analysis (50+ features, librosa-powered)
  • classify_genre - AI genre classification with confidence scoring
  • assess_quality - Professional quality assessment for mixing/mastering
  • suggest_mixing - AI-driven mixing recommendations

Professional Visualizations

  • export_visualization - Waveforms, spectrograms, spectral analysis
  • 7 chart types - Including genre and quality analysis charts
  • 4 formats - PNG, SVG, WebP, JPEG (300 DPI)
  • 4 color schemes - Professional visualization themes

MIDI Controller Intelligence

  • learn_midi_mapping - Smart MIDI controller learning
  • list_midi_devices - Real MIDI device enumeration
  • Intelligent mapping - Context-aware MIDI CC assignments
  • Real device detection - Automatic hardware identification

Device Optimization Engine

  • optimize_device - Smart optimization for 7 device types
  • 7 device types - Audio interfaces, headphones, studio monitors, controllers
  • 4 contexts - Recording, mixing, live performance, critical listening
  • Performance gains - Real latency and quality improvements

Plugin Scanner Pro

  • list_plugins - Scan system plugins (VST3, VST2, AU, AAX, LV2)
  • 13 categories - Reverb, Delay, Modulation, Dynamics, EQ, Distortion
  • Smart detection - Cross-platform plugin format support
  • Manufacturer ID - Automatic brand recognition

Real-time Performance

  • Sub-50ms latency - Lightning-fast audio processing
  • Multiple formats - WAV, MP3, FLAC, M4A, OGG support
  • Real libraries - Built with librosa, numpy, mido, scipy
  • Production ready - No mocks, no stubs, real functionality
9
Professional Tools
13
Plugin Categories
7
Device Types
4
Visualization Formats

🛠️ Complete Tool Reference

All 10 professional tools in the Audio Agent MCP Server

analyze_audio

Deep audio analysis with 50+ features using librosa

Parameters: file_path, analysis_type
Output: RMS, spectral, chroma, MFCC features

export_visualization

🆕 Professional audio visualization export

Parameters: file_path, viz_type, format, color_scheme
Output: Base64-encoded images (PNG, SVG, WebP)

classify_genre

AI-powered music genre classification

Parameters: audio_features
Output: Genre, confidence, subgenres

assess_quality

Professional audio quality assessment

Parameters: audio_features
Output: Quality scores, recommendations, grade

suggest_mixing

AI-driven mixing recommendations

Parameters: features, genre, quality
Output: Mixing suggestions with reasoning

learn_midi_mapping

Intelligent MIDI controller learning

Parameters: device_name, parameters
Output: Smart MIDI CC mappings

list_midi_devices

Real MIDI device enumeration

Parameters: None
Output: Available input/output devices

optimize_device

Smart optimization for 7 device types

Parameters: device_id, device_type, usage_context
Output: Optimization settings and improvements

list_plugins

Plugin scanner with 13 categories

Parameters: category, format
Output: VST3, VST2, AU, AAX, LV2 plugins

test_plugin_quality

🆕 AI-powered plugin testing and quality analysis

Parameters: original_file, processed_file, plugin_name
Output: Noise floor, quality impact, spectral analysis

Example Outputs

Audio Analysis Results 

{
  "file": "jazz_piano.wav",
  "duration": 3.45,
  "sample_rate": 44100,
  "tempo": 128.5,
  "key": "C major",
  "mode": "major",
  "time_signature": "4/4",
  "loudness": {
    "integrated": -12.3,
    "range": 8.7
  },
  "spectral_features": {
    "centroid": 2147.3,
    "bandwidth": 1876.2,
    "rolloff": 3891.5
  },
  "mfcc": [13 coefficients],
  "chroma": [12 pitch classes],
  "tonnetz": [6 harmonic features]
}

AI-Powered Insights 

{
  "genre_classification": {
    "genre": "jazz",
    "confidence": 0.87,
    "subgenres": ["smooth_jazz", "contemporary"]
  },
  "instrument_detection": {
    "piano": 0.92,
    "upright_bass": 0.78,
    "brush_drums": 0.65
  },
  "mixing_analysis": {
    "dynamics": "well_balanced",
    "frequency_balance": "warm",
    "stereo_width": "natural",
    "clarity_score": 8.2
  },
  "suggestions": [
    "Consider subtle compression",
    "Add 2kHz presence for vocal clarity",
    "Monitor low-end buildup below 80Hz"
  ]
}
Processing Time 42ms
Audio Quality High (48kHz/24bit)
Dynamic Range 14.2 dB
Peak RMS -6.8 dBFS