Products

MCP servers, AI systems, and agent memory.

MCP server · structural memory

NOUZ

Structure emerges from content.

Turns your folder of Markdown notes into a living, navigable knowledge graph, where links and levels matter as much as the content. For people building complex knowledge bases.

ObsidianMarkdownMCPknowledge graph

DocsGitHubPyPI

MCP server · reviewed SQLite memory

LINZA

It does not change your data. It changes how you see it.

Your safe AI companion for exploring incoming material. It helps an agent see structure in the chaos of drafts, while you calmly confirm or reject its proposals.

review cardsSQLiteMCPagent workspace

DocsGitHubPyPI

What To Choose

NOUZ fits when levels, links, structural navigation, and precise context for an agent matter in the base.

LINZA fits when there is already a lot of material and structure should be reviewed first. It reads, proposes, explains its evidence, and stores accepted conclusions in a local SQLite database.

Both products follow the same principle: the agent computes and proposes; you decide what fits your tasks.