cloud-cost-mcp and focus-mcp
Both tools are competing implementations of the Model Context Protocol (MCP) server, designed for cloud cost analysis, with Glassity's Focus-MCP specifically leveraging FOCUS billing data and AI assistants for FinOps across AWS, Azure, and GCP.
About cloud-cost-mcp
jasonwilbur/cloud-cost-mcp
Model Context Protocol server for Cloud Infrastructure pricing information
Aggregates 2,700+ instance types from public APIs (instances.vantage.sh, Azure Retail Prices API, Oracle Cloud Price List API) to enable real-time multi-cloud pricing comparisons without requiring API keys. Exposes tools for compute/storage/egress/Kubernetes cost analysis, workload calculators with preset templates, and migration ROI estimation—all queryable through natural language via Claude. Highlights provider-specific advantages like OCI's 10TB/month free egress and free Kubernetes control planes for architecture decision-making.
About focus-mcp
glassity/focus-mcp
MCP server for FinOps cloud cost analysis using FOCUS billing data. Query AWS, Azure & GCP costs with AI assistants like Claude.
This project helps FinOps practitioners and financial analysts understand their cloud spending across different providers like AWS, Azure, and Google Cloud. It takes your standardized FOCUS billing data and, combined with an AI assistant like Claude, allows you to ask natural language questions about your cloud costs. The output provides insights into spending trends, optimization opportunities, and anomaly detection without needing to write complex SQL queries.
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