$ loading_
Provide local-first AI memory for MCP coding tools with approved lessons and context.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "Piia Engram" MCP server from askskill: Run: claude mcp add 'io-github-patdolitse-piia-engram' -- uvx piia-engram
Give AI coding assistants local long-term memory with searchable lessons and patterns.
Connect AI coding assistants to your trusted local knowledge sources.
Search local Claude Code history with hybrid semantic and keyword retrieval.
Aggregate coding plan services for code review, plan review, and AI coding dialogue.
Provide persistent local semantic memory for MCP tools to store and search notes.
Helps AI coding agents analyze code, retain semantic memory, and enforce quality.