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Show HN: A hosted MCP for analyzing infra costs

1•StratusBen•6mo ago
Hi HN,

I’m on the team at www.vantage.sh and we’re releasing our remote MCP hosted on Cloudflare Workers that gives LLMs context about your structured cost and usage data on AWS, Azure, GCP, OpenAI, Datadog and ~20+ other providers. We wanted to share with this community as we know that infra cost management is already a difficult-to-understand, cumbersome task that AI can now help with.

Vantage has a set of logic for organizing costs on top of the base infrastructure level data (which we refer to as Virtual Tags) so that you can organize and allocate spend by service, business unit or function. All of that structured cost data is exposed via MCP to popular LLMs to answer specific questions about your organization.

We put together a quick explainer video on how this works here: https://www.youtube.com/watch?v=69Zt51OSjC0

Docs here: https://docs.vantage.sh/vantage_mcp

Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery [pdf]

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf
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xAI Merger Poses Bigger Threat to OpenAI, Anthropic

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1•andsoitis•45s ago•0 comments

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