{"name":"io.github.uchit/aipatterns-mcp-server","slug":"uchit-aipatterns-mcp-server","title":null,"description":"Search AU enterprise AI patterns, benchmarks, incidents, and regulatory changes.","url":"https://mcp.market/server/uchit-aipatterns-mcp-server","rating":null,"grade":"A","score":88,"certified":false,"status":"active","category":"search","tags":["search"],"presence":{"score":10,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-08-16T09:16:55.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"npm","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/uchit/aipatterns-mcp-server","website":null,"version":"1.1.0","remotes":[],"packages":[{"registryType":"npm","identifier":"aipatterns-mcp-server","version":"1.1.0","transport":{"type":"stdio"}}],"tools":[{"name":"get_incidents","description":"Retrieve notable Australian AI incidents. Useful for understanding real-world failures, regulatory enforcement actions, and which patterns could have prevented the incident.","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_pattern","description":"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.","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_regulatory_changes","description":"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.","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_sector_benchmark","description":"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.","write_action":false,"price_micros":0,"input_schema":null},{"name":"search_patterns","description":"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.","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":88,"grade":"A","scanned_at":"2026-09-26T11:37:31.717Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-26T11:37:31.746Z","components":{"code":{"score":25,"max":25,"notes":["3 source files scanned"]},"reliability":{"score":-1,"max":20,"notes":["no gateway calls yet and no remote to probe"]},"poisoning":{"score":-1,"max":15,"notes":["tools not inspected (local package is not executed); not counted"]},"auth":{"score":12,"max":15,"notes":["local package, no credentials required"]},"maintenance":{"score":12,"max":15,"notes":["last push 41 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"npm","identifier":"aipatterns-mcp-server","version":"1.1.0","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":1,"publishedAt":"2026-07-03T12:31:11.752Z","repositoryUrl":"git+https://github.com/uchit/aipatterns-mcp-server.git"}],"repo":{"found":true,"owner":"uchit","repo":"aipatterns-mcp-server","archived":false,"pushedAt":"2026-08-16T09:16:55Z","stars":0,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/1397293?v=4","ownerCreatedAt":"2012-02-01T09:47:44Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/1397293?v=4&s=128","source":"github"},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":"MIT","lastPushAt":"2026-08-16T09:16:55.000Z","score":10}}}},"grade_history":[],"reviews":[]}