Agent skill
qdrant
Manage Qdrant vector database — collections, points, and vector search via the REST API.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/qdrant-thinkfleetai-thinkfleet-engine
Metadata
Additional technical details for this skill
- thinkfleetbot
-
{ "emoji": "\ud83c\udfaf", "requires": { "env": [ "QDRANT_URL", "QDRANT_API_KEY" ], "bins": [ "curl", "jq" ] } }
SKILL.md
Qdrant
Manage collections, points, and vector search.
Environment Variables
QDRANT_URL- Qdrant instance URLQDRANT_API_KEY- API key
List collections
curl -s -H "api-key: $QDRANT_API_KEY" \
"$QDRANT_URL/collections" | jq '.result.collections[] | {name}'
Get collection info
curl -s -H "api-key: $QDRANT_API_KEY" \
"$QDRANT_URL/collections/COLLECTION_NAME" | jq '.result | {vectors_count, points_count}'
Search vectors
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
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.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?