Agent Pattern MCP server

by olk·io.github.olk/agent-pattern-mcp·v1.0.3

MCP server that provides AI agent pattern expertise for designing agent systems

B73/100grade B

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B73/100

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Nobody has reviewed Agent 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 agent-pattern-mcp -- docker run -i --rm docker.io/olkowa/agent-pattern-mcp:1.0.3

Is Agent Pattern MCP server safe?: Mostly: it is graded B (73/100). Read the Agent Pattern MCP safety report
How do I install Agent Pattern MCP?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Agent Pattern MCP need an API key?: Yes. The registry entry asks for GENERATOR_API_KEY, EMBEDDER_API_KEY.
Is Agent Pattern MCP maintained?: The last commit was 2 days ago (2026-09-17). The latest release is v1.0.3.
What can I use instead of Agent Pattern MCP?: Servers from other publishers that do the same job: NVIDIA Elements MCP server and Roast My Design System MCP server.

Same job from other publishers: the closest match first, then the best rated.

NVIDIA Elements
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
not reviewed
Established
A
Roast My Design System
Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.
not reviewed
Established
A

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 61-pattern catalog at /app/pattern.
EMBEDDER_PROVIDEREmbedding backend for pattern retrieval: tei, openai, ollama, vllm or hosted_vllm.
EMBEDDER_BASE_URLEmbedder endpoint. For TEI sidecars on the host use http://host.docker.internal:8080/v1 (add --add-host=host.docker.internal:host-gateway on Linux).
EMBEDDER_API_KEYsecretAPI key for the embedder. Required for startup even with keyless TEI; use 'not-needed' there.
RERANKER_BASE_URLTEI cross-encoder reranker endpoint used during pattern retrieval.

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