Limma

Limma is an MCP (Model Context Protocol) built to ensure that the right information is retrieved with every query and that no relevant information is skipped or missed. Its stated goal is total precision and recall in data retrieval for agents.

Cofounders Berend Graham and Shiv Oberai have worked on Limma for a year. They describe it as a proactive approach to the reliability issues that affect practical AI and agentic use in companies relying on RAG (retrieval-augmented generation).