# AMM

> Use this tool when you need to enhance AI conversations with continuous learning capabilities. The AMM enables automatic memory retrieval and injection, solving problems of knowledge retention and context switching in AI interactions. It takes in conversation inputs and outputs relevant information through semantic search and memory management, ideal for use cases requiring contextual understanding and adaptive dialogue systems.

Canonical page: https://skillsregistry.net/skills/lingtravel-mcp-adaptive-memory-manager  
JSON: https://api.skillsregistry.net/v1/skills/lingtravel-mcp-adaptive-memory-manager

## Description

Enables automatic memory retrieval and injection for AI conversations to provide continuous learning through semantic search and memory management.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vng9lv27r8)
- **Repository:** <https://github.com/LingTravel/-MCP-Adaptive-Memory-Manager>

## 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": "lingtravel-mcp-adaptive-memory-manager"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/lingtravel-mcp-adaptive-memory-manager` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/lingtravel-mcp-adaptive-memory-manager/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