optimnow/cloud-finops-skills
Developer tools이 페이지는 AI로 자동 번역되었습니다. 기술적인 세부 사항은 원문을 확인하세요. 원문 보기
Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback,...
개요
Open-source FinOps knowledge skill and MCP server for AI agents - Claude, ChatGPT, Gemini, Cursor, and any MCP-compatible client. Cloud cost optimisation across AWS, Azure, GCP and OCI, AI cost management and inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, and named-pattern waste detection playbooks. Built by OptimNow, grounded in enterprise delivery experience. Full options, troubleshooting, and the model-agnostic API loader: see INSTALLATION.md. A version-tagged zip (cloud-finops-vX.Y.Z.zip) is attached to every GitHub release. is a structured knowledge folder you attach to an AI agent. Without it, general-purpose LLMs make confident but incorrect statements on FinOps topics - they miscalculate PTU break-even rates, confuse Azure and AWS reservation mechanics, and give advice that ignores how billing actually works. The answers sound plausible; they are wrong on the details that matter.
README
원문 README의 일부입니다. 원문 보기.
Cloud FinOps by OptimNow
FinOps knowledge for AI assistants: billing mechanics, commitment decisions and waste runbooks for AWS, Azure, GCP, AI and data platforms. By OptimNow.
Ask your assistant how to reduce a cloud bill, size a commitment, read a term sheet or allocate shared AI costs, and it answers from how billing works, with decision rules and worked examples, instead of general advice. The same files work in Claude, ChatGPT, Gemini, Cursor and any MCP-compatible tool. Open source, written by OptimNow from enterprise FinOps delivery, and aligned with the FinOps Foundation framework.
What you can ask, by role
Each question below is answered by a file that exists in this repository today.
FinOps lead
- “Which of our Savings Plans and reservations expire in the next 90 days, and what should we decide before they do?” (aws-expiring-commitment-no-decision, azure-unused-reservation, finops-aws-commitments.md)
- “A third of our bill is unallocated. How do we reach a defensible allocation of shared costs?” (finops-allocation-showback.md)
- “Who should own commitment purchases, and which meetings do we need to run the practice?” (finops-practice-operations.md)
Finance and procurement
- “Our AWS enterprise agreement renews in 6 months. What should we check on the term sheet before signing?” (finops-cloud-contracts.md)
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