Can an agent store a vector and find it by query with Qdrant Cloud?
Who does each step
Whether the agent handles it alone or a person has to step in.
- 01
Discover
MachineThe vendor's machine-readable docs show the agent where and how to call this job.
- 02
Access
Workaround · setupYou give the agent a key or token.
- 03
Onboard
Workaround · setupYou sign up or register a client for the agent.
- 04
Pay
Not applicableNothing to pay for the job.
- 05
Confirm
MachineThe response or specification defines errors the agent can distinguish from success.
- 06
Sustain
Workaround · setupYou replace or revoke the agent's access when it needs to change.
- Access: handing over a key or token.
- Onboard: signing up or registering a client for the agent.
- Sustain: renewing, replacing or revoking its access.
To remove these handoffs: support OAuth client registration so the agent can register its own client and ask for consent; provide an agent registration route, such as auth.md, a sign-up API or OAuth client registration; provide key management or OAuth refresh and revocation so the agent can maintain its own access.
Agent surfaces
The probe
Each request it sent and what came back; the descriptors it read, counted, with what they named.
Discover14 descriptor reads1 fact
- Found
- For agentsqdrant.tech/llms.txt
- From
- qdrant.tech/llms.txt
Declared pageGET cloud.qdrant.io/signup20046 ms
- Request
- GET https://cloud.qdrant.io/signup
- Response
- 200 · text/html · 21632 bytes
- Body
- sha256:dc566cc6708720e8f1fd4c22b46acb6a3b34f40cd90a5116ed7038556862ed1e
- Exchange
- sha256:0ecdd9ee5798f6970a952edf59a8f3f9df1364529cf3e52fb8aafad68c2ff91a
Qdrant on the startup-offers board
- 20% offQdrant for Startups
The grade’s badge
One image that keeps itself current, linking here.
[](https://sourcey.com/c/qdrant/agent-readiness/qdrant-cloud/vector-upsert-query)Improve the report
Correct it, probe it again, or improve the path.
- Profile
- arp_01m4t96s3q3fgzqq1tvbnkkt1c
- Projection
- sha256:5dd34cb1ee3dac28ffe758938924773df5c3d56776173656f00c790090c38b68
- Policy
- kind-2026-10-12.2 · sha256:b612172aad277b54461de84e006815126f2df566563954b02f4432a39cad89ac
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