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Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
npx @getmcp/cli add io.github.maryadawson-code/openclaw-finopsRequires Node.js 18+. Community-contributed server. Review source before installing.
x-api-keyYour OpenClaw FinOps API key. Free tier: 25 ops/month at https://openclaw-finops.marywomack.workers.dev
Config file: ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"io.github.maryadawson-code/openclaw-finops": {
"url": "https://openclaw-finops.marywomack.workers.dev/mcp",
"transport": "streamable-http",
"headers": {
"x-api-key": ""
}
}
}
}Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.
cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.
Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.