Architecture Pattern MCP

by olk·io.github.olk/architecture-pattern-mcp·v1.1.2

MCP server that provides architecture design expertise to AI coding agents

B73/100grade B

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B73/100

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Nobody has reviewed Architecture Pattern MCP yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Tool lists for local packages are only visible after install.

scanner v0.1.3 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings

–Code scanpackage could not be scannedn/a
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancelast push 1 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 73/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

claude mcp add architecture-pattern-mcp -- docker run -i --rm docker.io/olkowa/architecture-pattern-mcp:1.1.2

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Local package. It runs on your machine, not through the gateway.

GENERATOR_API_KEYsecretAPI key for the generator LLM (LiteLLM provider).
GENERATOR_PROVIDERLiteLLM provider prefix, e.g. openai, anthropic, openrouter, minimax.
GENERATOR_MODELModel name, combined as <provider>/<model> via LiteLLM.
GENERATOR_BASE_URLOpenAI-compatible base URL (LiteLLM api_base).
PATTERN_DIRECTORYDirectory with *-pattern.json files. The image bakes the 40-pattern catalogue at /app/pattern.
EMBEDDER_PROVIDEREmbedding backend for pattern retrieval: tei, openai, ollama, vllm or hosted_vllm.
EMBEDDER_BASE_URLRequired: 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_KEYsecretAPI key for the embedder. Keyless TEI accepts any non-empty value; use 'not-needed' there.
RERANKER_BASE_URLRequired: 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.

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