# io.github.Studio-Moser/shelbymcp

> Use this tool when you need to integrate AI applications with a knowledge-graph memory server, enabling efficient data storage and retrieval via the MCP protocol. It solves problems related to data management and accessibility in AI systems, providing a centralized hub for knowledge graph data. Ideal for use cases requiring scalable and organized data storage, this tool accepts AI tool requests as input and outputs relevant data from the knowledge graph.

Canonical page: https://skillsregistry.net/skills/io-github-studio-moser-shelbymcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-studio-moser-shelbymcp

## Description

Knowledge-graph memory server for AI tools via MCP

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.2.4
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Studio-Moser%2Fshelbymcp)
- **Repository:** <https://github.com/Studio-Moser/shelbymcp.git>

## 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": "io-github-studio-moser-shelbymcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-studio-moser-shelbymcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-studio-moser-shelbymcp/pull`

---
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