Aipatterns MCP server

by uchit·io.github.uchit/aipatterns-mcp-server·v1.1.0

No reviews yet

Search AU enterprise AI patterns, benchmarks, incidents, and regulatory changes.

A88/100grade A

Write a review Install

What users say

No reviews yet

Be the first

Safety scan

A88/100

full report

Adoption

New

0 stars

Reviews

Write one

Nobody has reviewed Aipatterns yet.

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

Aipatterns tools (5)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

get_incidents
Retrieve notable Australian AI incidents. Useful for understanding real-world failures, regulatory enforcement actions, and which patterns could have prevented the incident.
get_pattern
Retrieve full detail of a specific AI pattern from aipatterns.com.au, including implementation guidance and regulatory context. Use the slug returned by search_patterns.
get_regulatory_changes
Retrieve recent and upcoming Australian AI regulatory changes (APRA, OAIC, ASIC, TGA, Privacy Act reform). Useful for understanding compliance obligations when building AI systems for the Australian market.
get_sector_benchmark
Get the AU AI Maturity Index benchmark score for a specific sector. Returns overall score, dimension scores (adoption, governance, investment, incidents), sector rank, and national averages. Scores computed from Q2 2026 evidence base.
search_patterns
Search the aipatterns.com.au AI pattern library. Returns matching patterns with slug, title, description, maturity level, and category. Useful for finding design patterns relevant to a specific AI use case, capability, or compliance concern.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings

Code scan3 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 41 days ago12/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Aipatterns compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 88/100; higher than 80% of 3,470 Web search servers
Tools: 5; the typical Web search server has 5
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break

What its tools let an agent do: 5 read

Install Aipatterns in Claude Code, Cursor or VS Code

Runs npx -y aipatterns-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add aipatterns-mcp-server -- npx -y aipatterns-mcp-server

Add to Cursor

What the publisher says

From the Aipatterns repository's README, as published. We do not edit it. Read it on GitHub

aipatterns.com.au MCP Server

A Model Context Protocol (MCP) server that exposes the aipatterns.com.au pattern library, AU AI incidents, sector benchmarks, and regulatory changes as tools callable by Claude, Cursor, GitHub Copilot, and other MCP-compatible AI assistants.

What it provides

No database connection or network calls are required at runtime — all data is served from the local pattern files and hardcoded seed data.

Published on npm as aipatterns-mcp-server — no clone or build step needed, npx fetches and runs it.

Add to Claude Desktop

Edit ~/.config/claude/claudedesktopconfig.json (macOS: ~/Library/Application Support/Claude/claudedesktopconfig.json):

{
  "mcpServers": {
    "aipatterns": {
      "command": "npx",
      "args": ["-y", "aipatterns-mcp-server"]
    }
  }
}

Restart Claude Desktop.

Add to Cursor

Create or edit .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "aipatterns": {
      "command": "npx",
      "args": ["-y", "aipatterns-mcp-server"]
    }
  }
}

Add to GitHub Copilot (VS Code MCP extension)

Add to your VS Code settings.json:

{
  "mcp.servers": {
    "aipatterns": {
      "command": "npx",
      "args": ["-y", "aipatterns-mcp-server"],
      "transport": "stdio"
    }
  }
}

Running from source (development)

git clone https://github.com/uchit/aipatterns-mcp-server
cd aipatterns-mcp-server
npm install
npm run dev    # runs via tsx (no build step needed)
npm run build  # compile TS → JS for production use

Transport

stdio — the server reads JSON-RPC from stdin and writes responses to stdout. stderr is used for diagnostic messages only.

Nothing above is checked by us. What we check is on the safety report.

Aipatterns: common questions

Is Aipatterns MCP server safe?: Yes, by our scan: it is graded A (88/100). Read the Aipatterns safety report
How do I install Aipatterns?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Aipatterns need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Aipatterns maintained?: The last commit was 80 days ago (2026-08-16). The latest release is v1.1.0.
What can I use instead of Aipatterns?: Servers from other publishers that do the same job: Socraticode MCP server.
How does Aipatterns compare with other Web search MCP servers?: safety score 88/100 (higher than 80% of 3,470 Web search servers); tools 5 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Aipatterns

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

Socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
not reviewed
Established
B