# GermaniU-OpenClawSystemMemory

> Use this tool when you need to implement a local memory system for AI agents via MCP, enabling seamless integration with frameworks like Claude Code, OpenCode, Cursor, and Continue. It solves problems related to agent memory and knowledge retention, providing a self-hosted solution with Python, FastMCP, Qdrant, and Ollama. This tool is ideal for developers requiring a drop-in, open-source memory system for their AI projects, with outputs accessible via git.

Canonical page: https://skillsregistry.net/skills/germaniu-germaniu-openclawsystemmemory  
JSON: https://api.skillsregistry.net/v1/skills/germaniu-germaniu-openclawsystemmemory

## Description

🧠 Memoria local para agentes IA vía MCP. Drop-in para Claude Code, OpenCode, Cursor, Continue. Python + FastMCP + Qdrant + Ollama. Self-hosted, MIT.

## Trust

- **Trust score (0–1):** 0.90
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/GermaniU/GermaniU-OpenClawSystemMemory)

## 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": "germaniu-germaniu-openclawsystemmemory"
    }
  }
}
```

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