# MCPatterns

> Use this tool when you need to generate code or refactor projects according to specific styles, technologies, and development conventions. MCPatterns serves as a persistent memory layer for LLM agents, storing and retrieving personalized coding patterns to enhance AI model outputs. It accepts user-defined coding patterns as input and produces customized code snippets as output, ideal for use cases requiring tailored coding solutions.

Canonical page: https://skillsregistry.net/skills/nicholasrubright-mcpatterns  
JSON: https://api.skillsregistry.net/v1/skills/nicholasrubright-mcpatterns

## Description

An MCP server that enables users to store and retrieve personalized coding patterns, serving as a persistent memory layer for LLM agents. It allows AI models to generate code and refactor projects according to a user's specific styles, technologies, and established development conventions.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zr03ha8ggn)
- **Repository:** <https://github.com/nicholasrubright/MCPatterns>

## 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": "nicholasrubright-mcpatterns"
    }
  }
}
```

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