API examples
Examples
Start the API and PostgreSQL, then call the recommendation endpoint:
Recommendations #
Request
curl -X POST http://localhost:8000/api/recommendations \
-H "Content-Type: application/json" \
-d '{"min_vcpu": 2, "min_ram_gb": 4, "arch": "x86_64", "region_constraint": "EU", "max_price_eur_per_hour": 0.2, "limit": 5}'
Response
{
"recommendations": [
{
"instance_type_name": "cx23",
"provider_slug": "hetzner",
"region_slug": "fsn1",
"vcpu": 2,
"ram_gb": 4.0,
"score": 0.9898,
"explain": {
"resource_fit": 1.0,
"normalized_price": 0.9797,
"price_eur_per_hour": 0.0048,
"region_is_eu": true,
"tco_eur_per_hour": null,
"egress_cost_eur_per_hour": null
}
}
]
}
arch is required. When TCO params are provided, tco_eur_per_hour, egress_cost_eur_per_hour, and other cost components are populated in explain.
TCO example #
When you provide data source and estimated egress, CloudBroker computes total cost (instance + egress + storage + public IP + OS license + cross-AZ) and returns it in explain. Run make ingest-egress first.
Request (with TCO params)
curl -X POST http://localhost:8000/api/recommendations \
-H "Content-Type: application/json" \
-d '{
"min_vcpu": 2,
"min_ram_gb": 4,
"arch": "x86_64",
"region_constraint": "EU",
"max_price_eur_per_hour": 1.0,
"limit": 5,
"data_source_provider": "azure",
"data_source_region": "westeurope",
"estimated_egress_gb_per_hour": 1.0
}'
Response (explain with TCO)
{
"recommendations": [
{
"instance_type_name": "Standard_B2s",
"provider_slug": "azure",
"region_slug": "westeurope",
"vcpu": 2,
"ram_gb": 4.0,
"score": 0.95,
"explain": {
"resource_fit": 1.0,
"normalized_price": 0.92,
"price_eur_per_hour": 0.04,
"region_is_eu": true,
"tco_eur_per_hour": 0.06,
"egress_cost_eur_per_hour": 0.02,
"storage_cost_eur_per_hour": null,
"public_ip_cost_eur_per_hour": null,
"os_license_cost_eur_per_hour": null,
"cross_az_cost_eur_per_hour": null
}
}
]
}
Same provider+region as data source yields egress_cost_eur_per_hour: 0. Cross-provider or cross-region adds egress cost.
Other endpoints #
Health check
curl -s http://localhost:8000/health
Response
{
"status": "ok",
"checks": {
"database": {"status": "ok"}
}
}
Providers
curl -s "http://localhost:8000/api/providers?limit=5"
Response
{
"items": [
{"id": 1, "name": "AWS", "slug": "aws", "website": "https://aws.amazon.com", "type": "regional"},
{"id": 2, "name": "GCP", "slug": "gcp", "website": "https://cloud.google.com", "type": "regional"}
],
"total": 7,
"limit": 5,
"offset": 0
}
Regions (by provider)
curl -s "http://localhost:8000/api/regions?provider=aws"
Response
{
"items": [
{"id": 1, "provider_id": 1, "name": "EU (Ireland)", "slug": "eu-west-1", "country": "IE", "is_eu": true},
{"id": 2, "provider_id": 1, "name": "US East (N. Virginia)", "slug": "us-east-1", "country": "US", "is_eu": false}
],
"total": 32,
"limit": 20,
"offset": 0
}
Instance types
curl -s "http://localhost:8000/api/instance-types?min_vcpu=2&min_ram_gb=4&arch=x86_64&limit=10"
Response
{
"items": [
{"id": 1, "provider_id": 3, "name": "cx23", "family": "cx", "vcpu": 2, "ram_gb": 4.0, "arch": "x86_64"},
{"id": 2, "provider_id": 1, "name": "t3.medium", "family": "t3", "vcpu": 2, "ram_gb": 4.0, "arch": "x86_64"}
],
"total": 156,
"limit": 10,
"offset": 0
}
Interactive docs #
Swagger UI at http://localhost:8000/docs when the API is running. Try requests interactively.
Use cases
When CloudBroker fits best.
Autoscaler & burst
Cloudburst Autoscaler calls POST /api/recommendations to pick the cheapest VM when bursting Kubernetes nodes.
Multi-cloud comparison
Compare instance prices across AWS, GCP, Azure, Hetzner, Scaleway, DigitalOcean, OVH in one query. EUR-normalised.
TCO modelling
With data source and egress estimates, get total cost including egress, storage, public IP, OS license.
Budget planning
"What's the cheapest 4 vCPU / 8 GB RAM in EU?" for capacity planning or migration decisions.
Price analytics
Track price changes and trends over time via /api/price-analytics.
Custom automation
Any script or controller can call the API; not limited to Cloudburst.
CloudBroker vs alternatives
How CloudBroker compares to other multi-cloud pricing tools.
| Aspect | CloudBroker | Infracost | CloudPrice | Provider APIs |
|---|---|---|---|---|
| Providers | 7 | 3 | 3 | 1 per API |
| Hosting | Self-hosted | Hosted | Hosted | Direct |
| Recommendation | Ranked by cost + fit | GraphQL, Terraform | Instance comparison | Raw listings |
CloudBroker targets self-hosted multi-cloud cost selection: 7 providers, one recommendation endpoint, EUR-normalised.
Got questions?
What is CloudBroker?
Self-hosted broker for compute instances. Send constraints; get cost-ranked recommendations in EUR. TCO-aware. No provisioning.
Does it create VMs?
No. Used by Cloudburst Autoscaler for cost-aware burst.
How do I get started?
make up, make migrate, make ingest-all. Then POST /api/recommendations.