qdrant-skills

PackDatabases & data

qdrant-skills is a plugin that gives an AI agent expert guidance on Qdrant vector search. It covers topics like scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Have an AI agent that supports installing plugins.

What your AI can do with it

  • Guides scaling and performance optimization of Qdrant vector search
  • Helps improve search quality and set up monitoring
  • Supports deployment, model migration, and version upgrades
  • Assists with SDK usage in Python, TypeScript, Rust, Go, .NET, and Java

Getting started

  1. Have an AI agent that supports installing plugins.
  2. Install the qdrant-skills plugin.
  3. Ask the agent questions about Qdrant vector search, such as tuning, deployment, or SDK usage.

Signals

GitHub stars
37k
Forks
4k
Last commit
Sep 2026

Questions

Which programming languages does it cover?
SDK usage guidance covers Python, TypeScript, Rust, Go, .NET, and Java.
What topics does it cover?
Scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage.
Advanced
Item type
plugin
Key
anthropics-claude-plugins-official-qdrant-skills
Source
github.com/anthropics/claude-plugins-official