AsterMind-ELM MCP Server

Example Use Cases

• 1

  Fast, on-device text classification with instant training and inference.

• 2

  Production-grade persistence and monitoring of machine learning models.

• 3

  Embedding generation and similarity search capabilities with local data privacy.

Description

This MCP server integrates the AsterMind-ELM Extreme Learning Machines for instant training and microsecond inference of text classifiers. It offers production-ready persistence using SurrealDB, enabling models and datasets to survive server restarts. The server supports performance monitoring, drift detection, embedding storage, and similarity search, all while ensuring privacy by processing data locally without external APIs.