# AgentKits Memory

> Use this tool when you need to retain project context and knowledge across coding sessions, solving problems of information loss and duplicated effort. AgentKits Memory captures and stores tool usage observations, decisions, and patterns, providing inputs through CLI tools, web viewer, and MCP integration, and outputs through hybrid search and vector search capabilities. It is ideal for use cases where persistent memory and knowledge retention are crucial, such as complex coding projects and AI-driven development.

Canonical page: https://skillsregistry.net/skills/aitytech-memory  
JSON: https://api.skillsregistry.net/v1/skills/aitytech-memory

## Description

AgentKits Memory provides persistent memory capabilities for AI coding assistants through a comprehensive MCP server implementation that captures, stores, and retrieves project context across coding sessions. Built by AityTech, it automatically hooks into Claude Code sessions to capture tool usage observations, decisions, and patterns, storing them in a local SQLite database with optional vector search capabilities using offline embeddings via Transformers.js. The system includes hybrid search combining keyword and semantic similarity, token economics tracking to measure memory ROI, and multiple interfaces including CLI tools, web viewer, and direct MCP integration.

## Trust

- **Trust score (0–1):** 0.54
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/aitytech-memory)
- **Repository:** <https://github.com/aitytech/agentkits-memory>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aitytech-memory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aitytech-memory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aitytech-memory/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt