# helios-mcp

> helios-mcp — akougkas-helios-mcp. Use this tool when you need to give your AI permanent memory and personality, enabling it to learn and evolve through usage without requiring repeated context. It solves problems of versioned memory and behavioral learning, providing a UV-powered FastMCP server for teaching AI preferences and working styles. Ideal for use cases where multi-agent sync and continuous learning are crucial, with a simple installation process and git capabilities for seamless integration.

Canonical page: https://skillsregistry.net/skills/akougkas-helios-mcp  
JSON: https://api.skillsregistry.net/v1/skills/akougkas-helios-mcp

## Description

☀️Helios MCP: Give your AI permanent memory & personality! Install once, AI remembers forever. No more repeating context through versioned memory, behavioral & pattern learning, and multi-agent sync. UV-powered FastMCP server to teach your AI preferences and working styles that evolve through usage. Not a RAG system! Try today!☀️

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/akougkas/helios-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": "akougkas-helios-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/akougkas-helios-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/akougkas-helios-mcp/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