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Aipatterns MCP Server

by Uchit
Developer ToolsModerate6.2MCP RegistryLocal
Free

Server data from the Official MCP Registry

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

About

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

Security Report

6.2
Moderate6.2Moderate Risk

This is a well-structured, read-only MCP server that exposes static pattern library data, sector benchmarks, incidents, and regulatory information via stdio. No authentication or authorization is required, but this is appropriate given the server serves only public, non-sensitive reference data. Code quality is solid with proper error handling, input validation on search/filter parameters, and no malicious patterns detected. Permissions are appropriately scoped to file I/O for reading pattern markdown files from a local directory. Supply chain analysis found 2 known vulnerabilities in dependencies (0 critical, 2 high severity). Package verification found 1 issue.

3 files analyzed · 6 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

File System Read

Reads files on your machine. Normal for tools that analyze or process local data.

How to Install

Add this to your MCP configuration file:

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

Documentation

View on GitHub

From the project's GitHub README.

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

ToolDescription
search_patternsFull-text search across the pattern library (title, description, content)
get_patternRetrieve full detail + implementation guidance for a specific pattern
get_incidentsNotable Australian AI incidents with linked patterns and regulatory outcomes
get_sector_benchmarkAU AI Maturity Index scores for banking, insurance, government, retail, healthcare, utilities
get_regulatory_changesAPRA CPS 230, OAIC Privacy Act reform, ASIC INFO 183, TGA SaMD, and more

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/claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/claude_desktop_config.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.

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