About
This Claude Skill helps developers monitor Qdrant vector database health and performance by setting up observability tools like Prometheus and Grafana. It guides on tracking key metrics, diagnosing issues like memory growth or slow requests, and implementing health checks. Use it when configuring monitoring or debugging production problems requiring metric analysis.
Quick Install
Claude Code
Recommendednpx skills add qdrant/skills -a claude-code/plugin add https://github.com/qdrant/skillsgit clone https://github.com/qdrant/skills.git ~/.claude/skills/qdrant-monitoringCopy and paste this command in Claude Code to install this skill
Documentation
Qdrant Monitoring
Qdrant monitoring allows tracking performance and health of your deployment, and identifying issues before they become outages. First determine whether you need to set up monitoring or diagnose an active issue.
- Understand available metrics Monitoring docs
Monitoring Setup
Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. Monitoring Setup
Debugging with Metrics
Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. Debugging with Metrics
GitHub Repository
Frequently asked questions
What is the qdrant-monitoring skill?
qdrant-monitoring is a Claude Skill by qdrant. Skills package instructions and resources that Claude loads on demand, so Claude can perform qdrant-monitoring-related tasks without extra prompting.
How do I install qdrant-monitoring?
Use the install commands on this page: add qdrant-monitoring to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does qdrant-monitoring belong to?
qdrant-monitoring is in the Testing category, tagged design.
Is qdrant-monitoring free to use?
Yes. qdrant-monitoring is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
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