# agent-memory-mcp-server

> agent-memory-mcp-server — aiagentkarl-agent-memory-mcp-server. Use this tool when you need to retain knowledge across AI agent sessions, enabling persistent memory and seamless information retrieval. It solves problems of knowledge loss and repetition by storing, retrieving, and searching data efficiently. This server accepts knowledge inputs and outputs retrieved information, ideal for use cases requiring continuous learning and memory retention.

Canonical page: https://skillsregistry.net/skills/aiagentkarl-agent-memory-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/aiagentkarl-agent-memory-mcp-server

## Description

Persistent memory for AI agents — store, retrieve and search knowledge across sessions

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/AiAgentKarl/agent-memory-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": "aiagentkarl-agent-memory-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aiagentkarl-agent-memory-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aiagentkarl-agent-memory-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