MMW

MMW is a managed memory workspace and MCP gateway for AI agents.

It gives agents a project-scoped place to remember, search, validate, and delete information while preserving source provenance and memory states such as verified, stale, and conflict.

Through the MCP Gateway, one client can access native memory tools and approved downstream tools from the same endpoint. The current Free pilot includes a narrow GitHub read-only connector

with server-side secrets, fixed tool permissions, usage limits, and payload-free audit records.

MMW is currently a working staging pilot for synthetic or non-sensitive data. Onboarding is manual, and I am looking for developers building AI agents or MCP integrations who want to test

one real memory workflow.