SINGLE-BINARY MCP SERVER · PRE-RELEASE

The model forgets.
The layer remembers.

Myelin gives any MCP host a persistent, per-project brain. It never calls a model.

no api keys 8ms recall p95 one Go binary

Four stops along one pathway.

CORE
01 MEMORY HUB

It remembers

Nothing is overwritten. A correction writes a new fact and supersedes the old one, so what you believed last March is still there when it matters.

02 PROCESS REGISTRY

It holds the process

Workflows and skills served to the host as native MCP prompts, so the way work gets done travels to whichever model you are using.

03 QUALITY ENGINE

It checks the work

A deterministic validate grades output against your standards in single-digit milliseconds, and hands back a line, a column, and a fix.

04 ADAPTATION LOOP

It proposes; you decide

Repetition becomes a proposal. Nothing rewrites itself unasked, and safety-relevant settings can never be written automatically at all.

Deterministic, all the way down.

PERFORMANCE

No model calls

No API keys, because there is nothing to call. Storage, retrieval, ranking, validation and refusal are all deterministic code.

8ms recall

p95 over 5,000 memories. Asserted as a test, so a regression fails the build.

Your keys, not the server’s

A brain is an encrypted file. The key is generated on your device and kept in your keychain — the server stores a one-way verifier and nothing else, so it can reject a wrong key without ever holding the right one.

Runs anywhere

One Go binary, one SQLite file. Claude Code, Claude Desktop, any MCP host.

Your AI, practiced.

Pre-release, under active development. Connect to the hosted instance, or run it entirely on your own machine.