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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.
Forward MCP tools to coding agents for session-based development tasks.
Connect AI coding assistants to your trusted local knowledge sources.
Delegate coding tasks to Codex via MCP with security and result checks.
Search local Claude Code history with hybrid semantic and keyword retrieval.
Give AI coding agents structured access to project architecture and decisions.