OpenClaw FinOps
Forecast AWS, GCP, and Azure spend from your coding agent before you commit to an architecture or scale a workload.
Overview
OpenClaw FinOps is a MCP server for the Operate phase that delivers verified AWS, GCP, and Azure cost forecasts to AI agents via a remote pricing matrix.
What is this MCP server?
- Streamable HTTP remote MCP at openclaw-finops.marywomack.workers.dev/mcp
- Verified cost forecasting across AWS, GCP, and Azure pricing matrix
- Built for AI agents planning cloud workloads
- Free tier: 25 operations per month with x-api-key registration
- Supports AWS, GCP, and Azure in one pricing matrix
- Remote MCP version 1.0.0
- Free tier: 25 operations per month on hosted endpoint
What problem does it solve?
Agents confidently recommend cloud shapes without trustworthy, up-to-date cost numbers across the big three providers.
Who is it for?
Indie builders running or scaling multi-cloud or AI workloads who want agent-driven architecture chats tied to real pricing data.
Skip if: Teams that only need a single-provider calculator in the browser with no agent workflow, or builders with zero cloud footprint.
What do I get? / Deliverables
Your agent can quote and compare forecasted spend across AWS, GCP, and Azure before you provision or resize production infra.
- Cross-provider cost comparisons for proposed architectures
- Forecasted monthly or usage-based spend estimates
- Agent-grounded inputs for go/no-go on cloud choices
Recommended MCP Servers
Journey fit
Canonical shelf is Operate because verified multi-cloud pricing belongs after you are running or about to deploy real infra, not during initial idea research. Infra subphase fits cost matrices and provider comparison that inform hosting choices and ongoing burn rate.
How it compares
Remote FinOps pricing MCP, not a generic IaC deploy skill or local AWS CLI cost explorer wrapper.
Common Questions / FAQ
Who is OpenClaw FinOps for?
Solo and indie builders who use coding agents to design or tune cloud infra and want AWS, GCP, and Azure forecasts in the same thread.
When should I use OpenClaw FinOps?
Use it when comparing providers, estimating agent or API hosting cost, or validating a scale-up plan before you change production resources.
How do I add OpenClaw FinOps to my agent?
Register for an API key on the OpenClaw FinOps site, add the remote MCP URL with x-api-key in your Claude Code or Cursor MCP config, and use streamable HTTP transport.