Architecture Pattern MCP MCP Server

io.github.olk/architecture-pattern-mcp

Repository Registry

What is the Architecture Pattern MCP MCP server?

MCP server that provides architecture design expertise to AI coding agents

How to install Architecture Pattern MCP

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

GENERATOR_API_KEY
required
secret
API key for the generator LLM (LiteLLM provider).
GENERATOR_PROVIDER
LiteLLM provider prefix, e.g. openai, anthropic, openrouter, minimax.
GENERATOR_MODEL
Model name, combined as <provider>/<model> via LiteLLM.
GENERATOR_BASE_URL
OpenAI-compatible base URL (LiteLLM api_base).
PATTERN_DIRECTORY
Directory with *-pattern.json files. The image bakes the 40-pattern catalogue at /app/pattern.
EMBEDDER_PROVIDER
Embedding backend for pattern retrieval: tei, openai, ollama, vllm or hosted_vllm.
EMBEDDER_BASE_URL
required
Required: the dense retrieval leg embeds the 40-pattern catalogue during startup warmup and the server refuses to start when the endpoint is unreachable. OpenAI-compatible embeddings endpoint ending in /v1: on the Docker host use http://host.docker.internal:8080/v1 (add --add-host=host.docker.internal:host-gateway on Linux); on a shared Docker network use http://pattern-tei-embed:8080/v1.
EMBEDDER_API_KEY
secret
API key for the embedder. Keyless TEI accepts any non-empty value; use 'not-needed' there.
RERANKER_BASE_URL
required
Required: pattern retrieval runs a mandatory TEI cross-encoder rerank. On the Docker host use http://host.docker.internal:8080; on a shared Docker network use http://pattern-tei-rerank:8080.

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "architecture-pattern-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/olkowa/architecture-pattern-mcp:1.1.2",
        "--add-host",
        "host.docker.internal:host-gateway",
        "--transport",
        "stdio"
      ],
      "env": {
        "GENERATOR_API_KEY": "<YOUR_GENERATOR_API_KEY>",
        "GENERATOR_PROVIDER": "<YOUR_GENERATOR_PROVIDER>",
        "GENERATOR_MODEL": "<YOUR_GENERATOR_MODEL>",
        "GENERATOR_BASE_URL": "<YOUR_GENERATOR_BASE_URL>",
        "PATTERN_DIRECTORY": "<YOUR_PATTERN_DIRECTORY>",
        "EMBEDDER_PROVIDER": "<YOUR_EMBEDDER_PROVIDER>",
        "EMBEDDER_BASE_URL": "<YOUR_EMBEDDER_BASE_URL>",
        "EMBEDDER_API_KEY": "<YOUR_EMBEDDER_API_KEY>",
        "RERANKER_BASE_URL": "<YOUR_RERANKER_BASE_URL>"
      }
    }
  }
}

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