* [Nightingale v9.2.0](https://github.com/ccfos/nightingale) – Monitoring and alerting solution similar to Grafana for visualization. * [Prometheus v3.15.0](https://github.com/prometheus/prometheus) – Monitoring system and time series database that collects metrics and triggers alerts based on specified conditions. * [Arc v26.09.2](https://github.com/Basekick-Labs/arc) – High-performance DuckDB-based time-series database for Industrial IoT with fast ingestion, sub-second queries, and Parquet storage. * [TimescaleDB 2.30.2](https://github.com/timescale/timescaledb) – PostgreSQL extension for high-performance real-time analytics on time-series and event data. * [Telegraf v1.40.1](https://github.com/influxdata/telegraf) – Agent for collecting, processing, aggregating, and writing metrics, logs, and other data. * [machbase-neo v8.5.12](https://github.com/machbase/neo-server) – Time-series database server for IoT with MQTT, HTTP, gRPC APIs and integrated data visualization.