Prometheus Client Libraries
Prometheus provides official client libraries for Go, Java/Scala, Python, Ruby, and Rust that enable application instrumentation. Libraries implement the Prometheus metric types (Counter, Gauge, Histogram, Summary) and expose metrics via an HTTP endpoint for Prometheus to scrape.