FOCUS MCP Server

Enables AI assistants to analyze cloud billing data in FOCUS format through natural language queries. Provides 36+ predefined cost analysis queries, custom SQL execution, and schema documentation for multi-cloud cost optimization and FinOps practices.

→ glassity/focus-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configFOCUS_DATA_LOCATION— export ="/path/to/your/focus/data"

configAWS_REGION— export ="us-west-2"

configAWS_DEFAULT_REGION

configFOCUS_VERSION— 1.0 FOCUS specification version (1.0, 1.1, 1.2)

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/glassity-focus-mcp-1my45z)](https://m8ven.ai/mcp/glassity-focus-mcp-1my45z)

commit: 421fec207f2d73d8bc5523ae44da39dc35499b6a

code hash: 0833e38b645e751cb37a93dfed917b59c45a55f9ed849d43d9ea93a8c311d4c5

verified: 6/17/2026, 12:37:05 PM

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