"Understanding File Structures" matching MCP connectors:

Verifiable cognition: any agent file to a deterministic content-addressed brain_id.

Durable, shareable and governed project memory with smart triage and explicit project composition.

Team knowledge base for snippets, API calls and docs. Agents search and file items; humans review.

private by default journaling, self-understanding, reflective songs, books, playlists, insights.

SPM turns project knowledge into scoped, temporal, verifiable and injectable context for AI agents. It structures and summarizes project memory, tracks original intent, working state, current truth and history, preserves source traceability, and creates context packs that agents can query, verify and consume through MCP, CLI or API. The hosted MCP surface is project-scoped and does not expose billing, checkout or destructive admin tools.

Digital asset management platform with AI-powered file search, semantic similarity, workspace management, folder trees, notes, and persistent memory. 59 tools. Connect with your Razuna access token.