"author:shinyobjectz" matching MCP servers:

Enforces design systems and vocabulary via ontology checks, candidate scanning, linting, and structural search across repositories.

Enables users to execute notebook cells, manage environments, and validate workbooks via MCP, facilitating reproducible machine-learning answers.