298 karma · joined February 28, 2020
Anyway, here you go: https://modelcontextprotocol.info/specification/
This is still the goto OSS stack, and I wouldn’t really recommend looking into smaller projects (usually backed by a single vendor) that are claiming better performance/lower resource usage for the same capabilities, because that always comes with a cost.
Well there’s at least Slack, and another huge project (which has eventually migrated away from it once PHP has improved) with tens of millions of users. There has to be others, too.
Really?
Hm, no, I’ve never had this thought.
For logs, there’s Loki which is a lot saner choice than ELK in 2025.
To have proper troubleshooting abilities, you will need a bit more than tooling. You should also need to spend some time instrumenting your apps (Prometheus exporters can only take you to a certain level, e.g. node_exporter for host level stats, or other technology-specific exporters) with metrics, and ensure that your apps are logging in a structured way at least.