napsac

Store and retrieve persistent memory using Notion pages.

Updated Mar 14, 2026

Search Tags:#context #knowledge base #ai agent #memory #notion #persistence

Ready to run

npx skills add https://github.com/Percona-Lab/NAPSAC --skill napsac

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: napsac
Source: https://github.com/Percona-Lab/NAPSAC/tree/main/skills/napsac
Command: npx skills add https://github.com/Percona-Lab/NAPSAC --skill napsac

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides AI agents with persistent memory by leveraging Notion as a zero-configuration storage backend, eliminating the need for complex setups or API keys.

Core Features & Use Cases

Persistent Memory: Stores and retrieves conversation history, user preferences, and project details across sessions.
Notion Integration: Seamlessly uses Notion pages as the sole storage medium.
Use Case: An AI assistant can remember your project details, preferred communication style, and past interactions, allowing for more personalized and efficient conversations over time.

Quick Start

Initialize your persistent memory by providing a Notion page URL to the memory_init tool.

Frequently Asked Questions about napsac

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I give an AI agent persistent memory using Notion?▼

To give an AI agent persistent memory using Notion, you can use a memory initialization tool that stores conversation history and preferences directly on Notion pages without requiring API tokens.

Do I need an API token to use Notion as a knowledge base for AI memory?▼

No, you do not need an API token to use Notion as a knowledge base for AI memory. The system relies on Notion's native connectors or MCP tools for all storage interactions.

Can I search and retrieve past AI conversations stored in Notion pages?▼

Yes, you can search and retrieve past AI conversations stored in Notion pages. The memory backend supports listing, retrieval, updating, and searching operations across stored memory files.

What is the best way to store user preferences for AI assistants without local infrastructure?▼

Storing user preferences for AI assistants without local infrastructure is best achieved by using a zero-configuration cloud storage backend. This approach leverages existing Notion pages to maintain state across sessions.

How does an AI agent update its memory context in Notion?▼

An AI agent updates its memory context in Notion by leveraging native Notion connectors to modify stored pages. This allows the agent to seamlessly save new project details and interaction history.