Your AWS costs, explained by AI
Not dashboards — answers. Ask questions in natural language, get root cause analysis, savings recommendations, and optimized infrastructure code.
The problem
You can't explain your bill
“We spent $2,400 this month but I don't know if that's Lambda, RDS, or Bedrock eating the budget.”
Cost Explorer takes hours
15+ clicks per query. Non-engineers can't use it. By the time you have answers, the meeting is over.
ChatGPT doesn't have your data
General AI gives generic advice. It can't see your actual AWS account, your actual costs, your actual waste.
How it works
Works with any MCP-compatible agent: Kiro CLI, Claude Code, Cursor, Windsurf, VS Code
9 MCP Tools
Each tool reads real AWS data via boto3. Read-only, no write access needed.
Cost Breakdown
Per-service costs with month-over-month comparison. Top spenders highlighted.
Anomaly Detection
Automatically spots unusual spending patterns and explains the root cause.
Idle Resources
Finds EC2 instances with <5% CPU and unattached EBS volumes wasting money.
Savings Recommendations
Rightsizing + Savings Plans suggestions with exact monthly savings.
Tag Governance
Detects resources missing required tags (owner, env, costCenter).
Architecture Generation
Scans your AWS account and generates a BYaML architecture file automatically.
FinOptix-14B
Purpose-trained AI model that reasons about FinOps like a senior cloud architect. Not a general chatbot — a specialist.
Pricing
- ✓ MCP server (all 9 tools)
- ✓ Unlimited local evaluations
- ✓ FinOptix-14B GGUF (run locally)
- ✓ Works with any AI agent
- ✓ Everything in Free
- ✓ Cloud API (no GPU needed)
- ✓ Dashboard + history
- ✓ Budget alerts
- ✓ Weekly email reports
- ✓ Everything in Pro
- ✓ Multi-account / org-wide
- ✓ RBAC + audit logs
- ✓ Custom policies
- ✓ SLA + support
Works with your tools
Any MCP-compatible AI agent can use FinOptix tools instantly.
Get started in 60 seconds
# Install the MCP server pip install byaml-finops-mcp # Add to your AI agent config (Kiro, Claude Code, etc.) # Then ask: # "What are my top AWS costs this month?" # "Find idle resources wasting money" # "Why did my bill spike 40%?" # "Generate a BYaML architecture from my account"