Plith

Plith is an MCP (Model Context Protocol) server providing AI operations and governance tools for LLM workflows. It includes modules for deduplication of tasks, caching, cost estimation and optimization, spend tracking, and output validation, enabling scalable, efficient, and auditable AI-powered applications. Plith is primarily aimed at infrastructure, platform, and enterprise AI developers who need fine-grained control, cost visibility, and governance over their LLM-based agent or workflow executions.