piia-engram

What it does

piia-engram creates a portable, user-owned identity layer that persists preferences, quality standards, lessons learned, and architectural decisions across different AI tools. It prevents the "starting from zero" problem when switching between tools like Claude Code, Cursor, and Codex by providing a shared context of who the user is and how they work.

Tools

• get_user_context: Loads identity and knowledge at session start.
• wrap_up_session: Saves session insights and syncs context.
• memory_store: Unified endpoint for adding lessons, decisions, and playbooks.
• search_knowledge: Searches through stored lessons and decisions.
• get_identity_card: Exports a Markdown identity card for non-MCP tools.
• add_lesson: Stores a reusable lesson learned from a task.
• add_decision: Records key architectural decisions with reasoning.
• add_playbook: Documents a multi-step operational procedure.

Installation

{
  "mcpServers": {
    "piia-engram": {
      "command": "python",
      "args": ["-m", "piia_engram.mcp_server"]
    }
  }
}

Supported hosts

Claude Code, Cursor, Codex, Claude Desktop, Windsurf, Zed