A production-oriented MCP (Model Control Plane) orchestration system designed to manage agentic workflows with statefulness, extensibility, cost control, and multi-step reasoning capabilities.

A production-ready system that clusters semantically similar texts and summarizes key themes using LLMs. Combines transformer embeddings, UMAP, HDBSCAN, and keyword extraction techniques.