Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
Most cloud and infrastructure work still happens through a UI a human drives. IntegrityPulse FinOps MCP server moves it into the conversation instead. Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
IntegrityPulse FinOps is a remote MCP server that gives AI coding agents accurate, real-time cloud deployment cost forecasts. Instead of your agent guessing that "an EC2 instance costs around $50/month," it calls a tool backed by a verified pricing matrix and returns a line-item breakdown.
wrangler on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
The server publishes 12 tools. What each one is for:
Runtime — ** Cloudflare Workers (edge, ~0ms cold start)Framework — ** Hono (lightweight, Workers-native)Auth — ** API key in x-api-key or Authorization: Bearer headerDatabase — ** Supabase (PostgreSQL)Payments — ** Stripe Checkout + Webhooksprovider — "AWS" \services_to_add — Array<{ service_name, estimated_usage_hours }>AWS — GCPelasticache.redis.t3.micro — memorystore.redis.1gbs3.standard.1tb — The s3.standard.1tb tool exposed by this serverCursor — The Cursor tool exposed by this servercURL — The cURL tool exposed by this serverConfiguration is passed through the environment: YOUR_API_KEY, SUPABASE_URL, SUPABASE_SERVICE_KEY, STRIPE_SECRET_KEY, STRIPE_WEBHOOK_SECRET. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
Plenty of cloud and infrastructure servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. IntegrityPulse FinOps's toolset — Runtime, Framework, Auth and 9 more — is a fair guide to whether it matches your workflow. It is maintained by maryadawson-code; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| Runtime | ** Cloudflare Workers (edge, ~0ms cold start) |
| Framework | ** Hono (lightweight, Workers-native) |
| Auth | ** API key in x-api-key or Authorization: Bearer header |
| Database | ** Supabase (PostgreSQL) |
| Payments | ** Stripe Checkout + Webhooks |
| provider | "AWS" \ |
| services_to_add | Array<{ service_name, estimated_usage_hours }> |
| AWS | GCP |
| elasticache.redis.t3.micro | memorystore.redis.1gb |
| s3.standard.1tb | The s3.standard.1tb tool exposed by this server. |
| Cursor | The Cursor tool exposed by this server. |
| cURL | The cURL tool exposed by this server. |
{
"mcpServers": {
"integritypulse": {
"type": "streamable-http",
"url": "https://integritypulse.marywomack.workers.dev/mcp",
"headers": {
"x-api-key": "YOUR_API_KEY"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| YOUR_API_KEY | Credential the server authenticates with. | Yes |
| SUPABASE_URL | Endpoint or connection string the server talks to. | Yes |
| SUPABASE_SERVICE_KEY | Credential the server authenticates with. | Yes |
| STRIPE_SECRET_KEY | Credential the server authenticates with. | Yes |
| STRIPE_WEBHOOK_SECRET | Credential the server authenticates with. | Yes |
Manage your whole Supabase project in conversation — database, auth, storage, Edge Functions and branches.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.
Cloud browsers for AI agents — automation sessions that run in Browserbase's fleet, not on your machine.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.