# amber

> amber — ambermem-amber. Use this tool when you need to enhance your AI assistant's memory and information retrieval capabilities. Amber solves the problem of knowledge retention and recall by providing long-term memory storage and hybrid retrieval, making it ideal for use cases that require query expansion and automatic topic modeling. It takes in data and queries as inputs and outputs relevant information, making it a valuable asset in contexts where AI assistants need to learn and remember large amounts of information.

Canonical page: https://skillsregistry.net/skills/ambermem-amber  
JSON: https://api.skillsregistry.net/v1/skills/ambermem-amber

## Description

Long-term memory for AI assistants. MCP server with hybrid retrieval, query expansion, and automatic topics.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/ambermem/amber)

## 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": "ambermem-amber"
    }
  }
}
```

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

---
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