MCPs › Cloud › Amazon SageMaker Well-Architected MCP Server
Provides tools to validate SageMaker workloads against the six pillars of the AWS Well-Architected Framework, returning findings with severity levels and recommendations.
Not monetized yet
Turn Amazon SageMaker Well-Architected MCP Server’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Amazon SageMaker Well-Architected MCP Server
For anyone using Amazon SageMaker Well-Architected MCP Server — no Lulu account needed# stdio server — install per the repository README: https://github.com/srikanrk/aws-wa-sagemaker-mcp
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
Amazon SageMaker Well-Architected MCP Server installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns Amazon SageMaker Well-Architected MCP Server — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
Get verified so you can edit the page. Your badge is already live below — no claim needed for that.
Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/amazon-sagemaker-well-architected-mcp-server)