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io.github.uchit/aipatterns-mcp-server

Official registry Search and web

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

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package aipatterns-mcp-server
Claude Code 
claude mcp add aipatterns-mcp-server -- npx -y aipatterns-mcp-server@1.1.0
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "aipatterns-mcp-server": {
            "command": "npx",
            "args": [
                "-y",
                "aipatterns-mcp-server@1.1.0"
            ]
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. aipatterns.com.au MCP Server
  2. What it provides
  3. Add to Claude Desktop
  4. Add to Cursor
  5. Add to GitHub Copilot (VS Code MCP extension)
  6. Running from source (development)
  7. Transport

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.

Frequently asked questions

What is io.github.uchit/aipatterns-mcp-server?

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

How do I install io.github.uchit/aipatterns-mcp-server?

It runs on your machine. In Claude Code: claude mcp add aipatterns-mcp-server -- npx -y aipatterns-mcp-server@1.1.0. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.uchit/aipatterns-mcp-server need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.uchit/aipatterns-mcp-server open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.uchit/aipatterns-mcp-server?

It is published by uchit. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.