Since prometheus version 2.28, Prometheus provides a generic HTTP Service discovery. We recommend to use prometheus native http_sd feature.

https://prometheus.io/docs/prometheus/latest/configuration/configuration/#http_sd_config

Prometheus service discovery using with HTTP API and file_sd_config.

Download from https://github.com/rrreeeyyy/prometheus-http-sd

docker pull rrreeeyyy/prometheus-http-sd

• Run a single API endpoint

  ./prometheus-http-sd --api.url="http://api.example.com/service_discovery.json" --output.file=/path/to/http_sd.json --refresh.interval=60
  

• Run multiple API endpoints

  ./prometheus-http-sd --api.url="http://api.example.com/foo_service_discovery.json" --output.file=/path/to/http_foo_sd.json --api.url="http://api.example.com/bar_service_discovery.json" --output.file=/path/to/http_bar_sd.json --refresh.interval=60
  

HTTP API response should be follow prometheus file_sd_config format like below:

[
	{
		"targets": [
			"192.0.2.1:8080",
			"192.0.2.2:8080",
		],
		"labels": {
			"service": "web",
			"role": "role-1"
		}
	},
	{
		"targets": [
			"192.0.3.1:3306"
		],
		"labels": {
			"service": "db",
			"role": "role-2"
		}
	}
]

The part of your prometheus.yml is probably as follows.

  scrape_configs:
    - job_name: 'http_sd'
      file_sd_configs:
        - files:
          - /path/to/http_sd.json

• prometheus_sd_http_http_requests_total
  • labels
    • api_url: target API URL
    • code: http response code