"Firefly III" matching MCP servers:

Enables interaction with the IIT Roorkee Academics portal through MCP tools for authentication, academic data retrieval (fee, grades, transcripts), and safe API calls.

Enables AI assistants to manage Deriva catalogs and execute ML workflows, including dataset versioning, controlled vocabularies, and feature management.