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Qdrant

Vector collections, points and similarity search in Qdrant.

Data and search infra
AI and models
Connect QdrantQdrant docs

How an agent reaches it

MCPREST APICLI

How you authenticate

API key
Get an API key

Connection details

Base URL
https://{cluster}.cloud.qdrant.io:6333
Pagination
cursor

Common endpoints

list collectionsGET /collections
search pointsPOST /collections/{name}/points/search
upsert pointsPUT /collections/{name}/points

Worth knowing

  • The REST port is 6333 and it is part of the URL.
  • The key header is the lowercase `api-key`.
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