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Design Pattern MCP

io.github.olk/design-pattern-mcp · v1.0.1

MCP server that provides design-pattern selection expertise to AI coding agents

Connect Runs on your machine

Terminal
claude mcp add design-pattern-mcp -e DESIGN_PATTERN_GENERATOR_API_KEY=<DESIGN_PATTERN_GENERATOR_API_KEY> -e DESIGN_PATTERN_GENERATOR_PROVIDER=<DESIGN_PATTERN_GENERATOR_PROVIDER> -e DESIGN_PATTERN_GENERATOR_MODEL=<DESIGN_PATTERN_GENERATOR_MODEL> -e DESIGN_PATTERN_GENERATOR_BASE_URL=<DESIGN_PATTERN_GENERATOR_BASE_URL> -e DESIGN_PATTERN_PATTERN_DIRECTORY=<DESIGN_PATTERN_PATTERN_DIRECTORY> -e DESIGN_PATTERN_EMBEDDER_BASE_URL=<DESIGN_PATTERN_EMBEDDER_BASE_URL> -e DESIGN_PATTERN_EMBEDDER_API_KEY=<DESIGN_PATTERN_EMBEDDER_API_KEY> -e DESIGN_PATTERN_RERANKER_BASE_URL=<DESIGN_PATTERN_RERANKER_BASE_URL> -- docker run -i --rm docker.io/olkowa/design-pattern-mcp:1.0.1
claude_desktop_config.json
{
  "mcpServers": {
    "design-pattern-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/olkowa/design-pattern-mcp:1.0.1"
      ],
      "env": {
        "DESIGN_PATTERN_GENERATOR_API_KEY": "<DESIGN_PATTERN_GENERATOR_API_KEY>",
        "DESIGN_PATTERN_GENERATOR_PROVIDER": "<DESIGN_PATTERN_GENERATOR_PROVIDER>",
        "DESIGN_PATTERN_GENERATOR_MODEL": "<DESIGN_PATTERN_GENERATOR_MODEL>",
        "DESIGN_PATTERN_GENERATOR_BASE_URL": "<DESIGN_PATTERN_GENERATOR_BASE_URL>",
        "DESIGN_PATTERN_PATTERN_DIRECTORY": "<DESIGN_PATTERN_PATTERN_DIRECTORY>",
        "DESIGN_PATTERN_EMBEDDER_BASE_URL": "<DESIGN_PATTERN_EMBEDDER_BASE_URL>",
        "DESIGN_PATTERN_EMBEDDER_API_KEY": "<DESIGN_PATTERN_EMBEDDER_API_KEY>",
        "DESIGN_PATTERN_RERANKER_BASE_URL": "<DESIGN_PATTERN_RERANKER_BASE_URL>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "design-pattern-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/olkowa/design-pattern-mcp:1.0.1"
      ],
      "env": {
        "DESIGN_PATTERN_GENERATOR_API_KEY": "<DESIGN_PATTERN_GENERATOR_API_KEY>",
        "DESIGN_PATTERN_GENERATOR_PROVIDER": "<DESIGN_PATTERN_GENERATOR_PROVIDER>",
        "DESIGN_PATTERN_GENERATOR_MODEL": "<DESIGN_PATTERN_GENERATOR_MODEL>",
        "DESIGN_PATTERN_GENERATOR_BASE_URL": "<DESIGN_PATTERN_GENERATOR_BASE_URL>",
        "DESIGN_PATTERN_PATTERN_DIRECTORY": "<DESIGN_PATTERN_PATTERN_DIRECTORY>",
        "DESIGN_PATTERN_EMBEDDER_BASE_URL": "<DESIGN_PATTERN_EMBEDDER_BASE_URL>",
        "DESIGN_PATTERN_EMBEDDER_API_KEY": "<DESIGN_PATTERN_EMBEDDER_API_KEY>",
        "DESIGN_PATTERN_RERANKER_BASE_URL": "<DESIGN_PATTERN_RERANKER_BASE_URL>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "design-pattern-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/olkowa/design-pattern-mcp:1.0.1"
      ],
      "env": {
        "DESIGN_PATTERN_GENERATOR_API_KEY": "<DESIGN_PATTERN_GENERATOR_API_KEY>",
        "DESIGN_PATTERN_GENERATOR_PROVIDER": "<DESIGN_PATTERN_GENERATOR_PROVIDER>",
        "DESIGN_PATTERN_GENERATOR_MODEL": "<DESIGN_PATTERN_GENERATOR_MODEL>",
        "DESIGN_PATTERN_GENERATOR_BASE_URL": "<DESIGN_PATTERN_GENERATOR_BASE_URL>",
        "DESIGN_PATTERN_PATTERN_DIRECTORY": "<DESIGN_PATTERN_PATTERN_DIRECTORY>",
        "DESIGN_PATTERN_EMBEDDER_BASE_URL": "<DESIGN_PATTERN_EMBEDDER_BASE_URL>",
        "DESIGN_PATTERN_EMBEDDER_API_KEY": "<DESIGN_PATTERN_EMBEDDER_API_KEY>",
        "DESIGN_PATTERN_RERANKER_BASE_URL": "<DESIGN_PATTERN_RERANKER_BASE_URL>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
DESIGN_PATTERN_GENERATOR_API_KEY
Required, secret
API key for the generator LLM (LiteLLM provider).
DESIGN_PATTERN_GENERATOR_PROVIDER
Optional
LiteLLM provider prefix, e.g. openai, anthropic, openrouter.
DESIGN_PATTERN_GENERATOR_MODEL
Optional
Model name, combined as <provider>/<model> via LiteLLM.
DESIGN_PATTERN_GENERATOR_BASE_URL
Optional
OpenAI-compatible base URL (LiteLLM api_base).
DESIGN_PATTERN_PATTERN_DIRECTORY
Optional
Directory with the catalog records (*.json main records plus per-language files). The image bakes the 438-record catalogue at /app/pattern.
DESIGN_PATTERN_EMBEDDER_BASE_URL
Required
Required: the dense retrieval leg embeds the 438-record catalogue during startup warmup and the server refuses to start when the endpoint is unreachable. TEI embeddings endpoint: on the Docker host use http://host.docker.internal:8080 (add --add-host=host.docker.internal:host-gateway on Linux); on…
DESIGN_PATTERN_EMBEDDER_API_KEY
Optional, secret
API key for the embedder. Keyless TEI accepts any non-empty value; use 'not-needed' there.
DESIGN_PATTERN_RERANKER_BASE_URL
Required
Required: retrieval runs a mandatory TEI cross-encoder rerank whenever the fused pool has more than one candidate. On the Docker host use http://host.docker.internal:8080; on a shared Docker network use http://design-pattern-tei-rerank:8080.

Details

Packagedocker.io/olkowa/design-pattern-mcp:1.0.1 (OCI, stdio)
First published10 Oct 2026
Last updated10 Oct 2026
Registry nameio.github.olk/design-pattern-mcp

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