# Mini Memory

> Use this tool when you need to manage and retrieve information efficiently, as Mini Memory provides a durable and structured memory solution with full-text search capabilities. It solves problems related to data organization and retrieval, allowing for tag-based filtering and lifecycle management of memories. Ideal for use cases requiring reliable data storage and querying, Mini Memory accepts various inputs and outputs data through stdio, HTTP, or REST API interfaces.

Canonical page: https://skillsregistry.net/skills/utk09-ncl-mini-memory  
JSON: https://api.skillsregistry.net/v1/skills/utk09-ncl-mini-memory

## Description

Mini Memory provides AI tools with durable, structured memory backed by SQLite with FTS5 full-text search. Six MCP tools cover the full lifecycle: list, create, read, update, delete, and search. Tag-based filtering uses a namespace:value convention for organizing memories by project or category. The server runs in both stdio and HTTP streamable modes, with an optional REST API and React management UI for direct inspection.

## Trust

- **Trust score (0–1):** 0.89
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/utk09-ncl-mini-memory)
- **Repository:** <https://github.com/utk09-ncl/mini-memory-mcp>

## 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": "utk09-ncl-mini-memory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/utk09-ncl-mini-memory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/utk09-ncl-mini-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