qdrant
Manage Qdrant vector database — collections, points, and vector search via the REST API.
npx skills add majiayu000/claude-skill-registry --skill qdrant-thinkfleetai-thinkfleet-engine --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Qdrant Manage collections, points, and vector search. ## Environment Variables - `QDRANT_URL` - Qdrant instance URL - `QDRANT_API_KEY` - API key ## List collections ```bash curl -s -H "api-key: $QDRANT_API_KEY" \ "$QDRANT_URL/collections" | jq '.result.collections[] | {name}' ``` ## Get collection info ```bash curl -s -H "api-key: $QDRANT_API_KEY" \ "$QDRANT_URL/collections/COLLECTION_NAME" | jq '.result | {vectors_count, points_count}' ``` ## Search vectors ```bash curl -s -X POST -H "api-key: $QDRANT_API_KEY" \ -H "Content-Type: application/json" \ "$QDRANT_URL/collections/COLLECTION_NAME/points/search" \ -d '{"vector":[0.1,0.2,0.3],"limit":5,"with_payload":true}' | jq '.result[] | {id, score, payload}' ``` ## Upsert points ```bash curl -s -X PUT -H "api-key: $QDRANT_API_KEY" \ -H "Content-Type: application/json" \ "$QDRANT_URL/collections/COLLECTION_NAME/points" \ -d '{"points":[{"id":1,"vector":[0.1,0.2,0.3],"payload":{"text":"example"}}]}' | jq '{status}' ``` ## Notes - Always confirm before upserting or deleting points.
- Environment Variables
- List collections
- Get collection info
- Search vectors
- Upsert points
- Notes
curl -s -H "api-key: $QDRANT_API_KEY" \ curl -s -X POST -H "api-key: $QDRANT_API_KEY" \ curl -s -X PUT -H "api-key: $QDRANT_API_KEY" \
What does the qdrant skill do?
Manage Qdrant vector database — collections, points, and vector search via the REST API.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill qdrant-thinkfleetai-thinkfleet-engine --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.