{"repo":"glassity/focus-mcp","free":true,"listed":false,"github":"https://github.com/glassity/focus-mcp","clone":"git clone https://github.com/glassity/focus-mcp.git","description":"MCP server for FinOps cloud cost analysis using FOCUS billing data. Query AWS, Azure & GCP costs with AI assistants like Claude.","language":"Python","stars":11,"topics":["aws","azure","claude","cloud-cost","cloud-cost-optimization","cost-optimization","duckdb","finops","focus","gcp"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"FOCUS MCP Server Ask your AI assistant what your cloud actually costs. This MCP (Model Context Protocol) server connects Claude, or any other MCP client, to your FOCUS billing data, so questions like these become one-line prompts instead of hand-written SQL: - \"What are my highest-cost services by region this month?\" - \"Show me commitment discount utilization trends.\" - \"Which accounts have unusual spending patterns?\" - \"Explain the difference between BilledCost and EffectiveCost.\" Under the hood, DuckDB queries your Parquet exports directly, whether they sit on local disk, S3, or GCS. There is no data warehouse to stand up. The server bundles 254 queries curated from the official FOCUS use-case catalog, as a separate collection per specification version (36 for v1.0, 41 for v1.1, 53 for v1.2, 58 for v1.3, 66 for v1.4), and each query cites the page it came from. What is FOCUS? FOCUS (FinOps Open Cost & Usage Specification) is the open standard for cloud billing data. AWS, Microsoft, and Google Cloud export it natively, so one schema and one set of queries work across providers. Quick start 1. Get FOCUS data Each provider has an official export path: - AWS: FOCUS setup guide for AWS (Data Exports → FOCUS 1.0 or 1.2) - Microsoft Azure: FOCUS setup guide for Microsoft - Google Cloud: FOCUS setup guide for Google Cloud, or see GCS + BigQuery below - Other providers: all FOCUS setup guides The server reads Parquet with Hive partitioning: 2. Run the server The quickest path needs ","default_branch":null,"files":null,"tree":[],"storefront":"/r/glassity","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/glassity/focus-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}