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Aipatterns MCP Server

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

Connector by uchit · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/uchit-aipatterns-mcp-server

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
5 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

  • get_incidents
  • get_pattern
  • get_regulatory_changes
  • get_sector_benchmark
  • search_patterns

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • 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.

Signals

Stars
0
Forks
0
Open issues
0
Last commit
Aug 16, 2026 (2 months ago)
Last release
Jul 3, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.uchit/aipatterns-mcp-server
Version
1.1.0
Auth
No auth
Packages
npm aipatterns-mcp-server
License
MIT
Repository
github.com/uchit/aipatterns-mcp-server
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

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Aipatterns MCP Server. Agent Mart. https://agentmart.dev/connectors/uchit-aipatterns-mcp-server (last updated 2026-10-24)