Welcome to Conceptual Machines—an organization dedicated to advancing open-source development in the fields of neural modeling, audio processing, digital audio workstation (DAW) control, language tooling, and more. Our projects range from multi-language frameworks for DSLs, through neural audio processing, to tools for measuring plugin behavior and innovative agent-based frameworks.

Our mission is to enable the creation and accessibility of tools for creative computation, intelligent systems, and advanced workflows in music technology and beyond.

Below is a list of our public repositories. We welcome collaboration and contributions—discover more by visiting the links!

• magda-core
  Core library and utilities for the MAGDA ecosystem.

• grammar-school
  A multi-language framework for building tiny, LLM-friendly domain-specific languages (DSLs).

• grammar-school-python
  Python implementation and support for Grammar School DSL concepts.

• grammar-school-go
  Go implementation and support for Grammar School DSLs.

• magda-dsl
  MAGDA DSL: Domain Specific Language for DAW control.

• magda-agents
  (Meta repository or shared resources for MAGDA Agents)

• magda-agents-go
  Go implementation of Magda agents for DAW and automation tasks.

• magda-agents-python
  Python implementation of Magda agents.

• neural-nonlinear-modeling
  Open-source framework for neural modeling of nonlinear audio processors.

• plugin-analyser
  Tool for measuring and analyzing audio plugin behavior.

• SideFX
  Audio effects and processing tools.

• ReaWrap
  Object-oriented implementation for ReaScript API for integration with REAPER DAW.

• .github
  Organization-level community health files and standards.

We are always open to new ideas, contributors, and collaborations. Explore our projects, open issues, or start a discussion to get involved!

• Visit our org profile: https://github.com/Conceptual-Machines
• Open a discussion or issue on any repo that interests you!