# A-MEM (Agentic Memory)

> Use this tool when you need to provide AI assistants with persistent memory capabilities for coding contexts, solving problems of lost context and knowledge across sessions. A-MEM stores, retrieves, and evolves coding memories through semantic search and automated link creation, taking in coding contexts and outputting relevant memories and tags. Ideal for developers, teams, and AI assistants seeking to build institutional knowledge and track learning progression.

Canonical page: https://skillsregistry.net/skills/nixlim-amem  
JSON: https://api.skillsregistry.net/v1/skills/nixlim-amem

## Description

This MCP server provides AI assistants with persistent memory capabilities for coding contexts, built using Go with ChromaDB vector storage, OpenAI API integration, and sentence-transformers embeddings. The implementation offers three core tools for storing coding memories with AI-generated keywords and tags, retrieving relevant memories through semantic search, and evolving memory networks through automated link creation and context enhancement, all backed by a robust architecture featuring workspace management, scheduled evolution processes, Prometheus monitoring, and Docker containerization. Built with comprehensive prompt management, fallback mechanisms, and extensive configuration options, it serves developers needing persistent coding context across sessions, teams wanting to build institutional knowledge from development conversations, and AI assistants requiring long-term memory capabilities to provide more contextually relevant coding assistance and learning progression tracking.

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/nixlim-amem)
- **Repository:** <https://github.com/nixlim/amem_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": "nixlim-amem"
    }
  }
}
```

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