# A-MEM: Agentic Memory System

> Use this tool when you need to enhance the memory capabilities of LLM agents, enabling them to construct and link notes, evolve knowledge, and maintain a graph-based memory system. It solves problems related to knowledge retention, information retrieval, and autonomous learning, providing inputs such as notes and outputs like optimized knowledge graphs. Ideal for use in applications requiring continuous learning, knowledge base construction, and intelligent information management.

Canonical page: https://skillsregistry.net/skills/tobs-code-a-mem-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/tobs-code-a-mem-mcp-server

## Description

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/k2yojofzhi)
- **Repository:** <https://github.com/tobs-code/a-mem-mcp-server>

## 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": "tobs-code-a-mem-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tobs-code-a-mem-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tobs-code-a-mem-mcp-server/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