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DevOpsPython

Qdrant Monitoring Setup

by qdrant

Qdrant Monitoring Setup is a DevOps skill for Claude Code, published by qdrant in skills.

230 stars28 forkson qdrant/skillsAdded 2026/09/03Repository updated 2026/09/02
agent-skillsai-agentsclaude-codecodexcursorembeddingshybrid-searchmonitoringmultitenancyperformanceqdrantquantizationscalingsearch-qualityvector-databasevector-search
Install in seconds
Install Qdrant Monitoring Setup
Copy Qdrant Monitoring Setup into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/qdrant/skills/tree/main/skills/qdrant-monitoring/setup ~/.claude/skills/setup

Requires Node.js. Downloads this skill only β€” not the rest of the repository β€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/qdrant/skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/qdrant-monitoring/setup/SKILL.md in qdrant/skills
Installs to
~/.claude/skills/setup
Collection
One of 25 skills cataloged from this repository
Category
DevOps β€” 868 skills

What Qdrant Monitoring Setup does

Qdrant Monitoring Setup guides Prometheus scraping, health probes, alerting, and log centralization for Qdrant deployments. Use it when configuring monitoring for self-hosted or Hybrid Cloud clusters.

Qdrant Monitoring Setup is cataloged under DevOps on DirSkills. Qdrant Monitoring Setup comes from a repository tagged agent-skills, ai-agents, claude-code, codex and cursor.

Documentation

README

How to Set Up Qdrant Monitoring

Get Prometheus scraping working first, then health probes, then alerting. Do not skip monitoring setup before going to production.

Prometheus Metrics

Use when: setting up metric collection for the first time or adding a new deployment.

  • Node metrics at /metrics endpoint Monitoring docs
  • Cluster metrics at /sys_metrics (Qdrant Cloud only)
  • Prefix customization via service.metrics_prefix config or QDRANT__SERVICE__METRICS_PREFIX env var
  • Example self-hosted setup with Prometheus + Grafana prometheus-monitoring repo

Hybrid Cloud Scraping

Use when: running Qdrant Hybrid Cloud and need cluster-level visibility.

This is the opening of the README. Read the full README on GitHub.

Commands Qdrant Monitoring Setup provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /metrics
  • /healthz
  • /livez
  • /readyz

Frequently asked about Qdrant Monitoring Setup

  • What else does qdrant publish alongside Qdrant Monitoring Setup?

    Qdrant Monitoring Setup is one of 25 skills that DirSkills catalogs from qdrant/skills, the repository it ships in. Its siblings there include Qdrant Advisor, Qdrant Clients SDK and Qdrant Deployment Options. Each one is a separate skill with its own page in this directory, installs the same way Qdrant Monitoring Setup does, and is maintained by qdrant in that same repository. The rest of the collection is listed on the qdrant/skills page.

  • How does Qdrant Monitoring Setup compare to other DevOps skills?

    Qdrant Monitoring Setup ranks #782 by stars among the 868 DevOps skills in this catalog. The most-starred ones next to it are Backend Patterns, API Connector Builder and Migration. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Qdrant Monitoring Setup against them. Open each page to compare what they document and how they install.

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