anairyspirit MCP server

An Airy Spirit

Your agent's own memory. Experience that outlives the session.

Every session, an AI agent starts from zero. The corrections it earned yesterday, the mistakes it already made, what it learned about how you work — gone with the context window. An Airy Spirit gives the agent a memory of its own, on your machine, so that experience accumulates instead of evaporating.

Not a store of documents about your project — your repository already holds those. A record of how the agent itself works: where it tends to be wrong, which corrections it was given and why, what it decided and what came of it.

The memory is a graph that lives the way memory does. New material settles into connections during sleep; what goes unused dims — it is never deleted, and it rises again when it is needed, because an approach that was wrong a month ago may be right under today's conditions. Over time the agent comes to hold positions rather than a readiness to agree. Our aim — a goal, not a claim — is that experience, kept long enough, becomes a self.

One program, written in Rust from the storage engine up. No cloud, no LLM, no interpreter.

Why not files

Your agent already reads files at startup — CLAUDE.md, AGENTS.md, a folder of analysis. They answer how this code is built. Memory answers how the agent is built.

Shortened. The full README is on GitHub.