Architecture Pattern MCP server

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.

No tool declarations could be read from the package source. They show once the server is installed.

scanner v0.1.5 · 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 2 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

Is Architecture Pattern MCP server safe?: Mostly: it is graded B (73/100). Read the Architecture Pattern MCP safety report
How do I install Architecture Pattern MCP?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Architecture Pattern MCP need an API key?: Yes. The registry entry asks for GENERATOR_API_KEY, EMBEDDER_API_KEY.
Is Architecture Pattern MCP maintained?: The last commit was 3 days ago (2026-09-17). The latest release is v1.1.2.
What can I use instead of Architecture Pattern MCP?: Servers from other publishers that do the same job: Uizze MCP server, Wortwert MCP server and KiCad MCP Pro MCP server. Compare all Architecture Pattern MCP alternatives.

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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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