오픈 소스 ** 모델 Context Protocol (MCP) ** ** ** 클라우드 FinOps **: 클라우드 비용 최적화, AI 비용 관리, FinOps 자동화, 태그 관리, 비용 분석, 예산 모니터링 - AWS, Azure 및 GCP를 통해.

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이 저장소는 무엇입니까?

FinOps practitioners, 클라우드 엔지니어 및 플랫폼 팀에 대한 실용적인 리소스 허브 ** AI Agent**를 사용하여 클라우드 비용 최적화를 자동화합니다. 이 재포는 AWS, Azure 및 GCP를 통해 모델 콘텍스트 프로토콜을 구현하는 튜토리얼, MCP 서버 문서, 클라이언트 가이드 및 보안 프레임워크를 제공합니다.

23 MCP 서버 문서 | **7 단계별 튜토리얼 ** | **9 MCP 클라이언트 비교 ** | 3 클라우드 제공 업체 포함

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어떻게 시작합니까?

1. ** MCP 클라이언트를 선택하십시오 ** - Claude, ChatGPT, Gemini, Copilot, Cursor, Kiro, VS Code
2. ** 첫 번째 MCP 튜토리얼 ** - 15 분 안에 실시간 AWS 가격을 쿼리
3. ** 모든 FinOps MCP 서버 ** - AWS, Azure, GCP, Tagging, JIRA, 슬랙

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최근 업데이트 (7월 2026)

• MCP 사양 2026-07-28 (7월 28, 2026) — MCP의 가장 큰 재 설계부터 시작, 이제 Claude에서 압연.

AI for FinOps — Cloud Cost Optimization with MCP

Open-source Model Context Protocol (MCP) resources for Cloud FinOps: cloud cost optimization, AI cost management, FinOps automation, tagging governance, cost anomaly detection, and budget monitoring — across AWS, Azure, and GCP.

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What is this repository?

A practical resource hub for FinOps practitioners, cloud engineers, and platform teams who want to use AI agents to automate cloud cost optimization. This repo provides tutorials, MCP server documentation, client guides, and security frameworks for implementing the Model Context Protocol across AWS, Azure, and GCP.

23 MCP servers documented | 7 step-by-step tutorials | 9 MCP clients compared | 3 cloud providers covered

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How do I get started?

1. Choose an MCP client — Claude, ChatGPT, Gemini, Copilot, Cursor, Kiro, VS Code
2. Run your first MCP tutorial — query real-time AWS pricing in 15 minutes
3. Explore all FinOps MCP servers — AWS, Azure, GCP, Tagging, JIRA, Slack

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Recent Updates (July 2026)

• MCP Specification 2026-07-28 (July 28, 2026) — MCP’s biggest redesign since launch, now rolling out across Claude. A stateless core (the initialize/initialized handshake and Mcp-Session-Id header are retired) lets remote FinOps servers run on serverless / scale-to-zero infrastructure; MCP Tasks (long-running jobs) and MCP Apps (interactive in-chat UI) graduate into a versioned extensions framework; and authorization aligns with OAuth 2.0 / OIDC (Microsoft Entra, Okta) via an Enterprise Managed Authorization extension. Updated: architecture, remote servers, auth vulnerabilities. Sources: Anthropic, MCP spec blog.
• Azure FinOps MCP Server (public preview) (June 23, 2026) — Microsoft’s first official FinOps-branded MCP server, the cost-and-usage packaging of the ARM MCP Server (preview since May 7). Natural-language Azure Resource Graph queries for estate-wide waste detection; the official @azure/mcp server also gained a retail pricing tool for pre-deployment cost estimation. Updated: server doc, tutorial. Source: Azure Blog.