Product

Qdrant Cloud

by Qdrant

Product website
https://qdrant.tech
Documentation
https://qdrant.tech/documentation/
Pricing
https://qdrant.tech/pricing/
Status page
https://status.qdrant.io/
Categories
Vector Databases

Description

Qdrant Cloud is a managed vector search engine for semantic search and retrieval over unstructured data.

AI-native score

How ready this product is for agents to use, on a 0–100 scale across four weighted dimensions. Security is one of them, so a high score is not a substitute for your own security or vendor-risk review. How is this scored?

Research coverage: 46% of the scored decision fields carry a confirmed value. Unresearched fields score zero in the grade above.

Integration2/10Trust1/6Portability4/4Security3/4Tier C43/100
Component Raw Weight Contribution
Integration 2/10 35% 7.0
Trust 1/6 30% 5.0
Portability 4/4 20% 20.0
Security 3/4 15% 11.2
Signals that fired
  • Integration: SDK / developer kit (+1) ; Verified llms.txt (+1)
  • Trust: Verified trust center (+1)
  • Portability: Data export (partial, +1) ; Data import (partial, +1) ; Standard protocol access (+1) ; No proprietary-SDK lock-in (+1)
  • Security: MFA available (+1) ; Compliance certifications (+1) ; Access controls — RBAC / ABAC (+1)
Signals not researched

These gaps cover the fields used in the AI-native score.

  • Integration surfaces: Headless signup, MCP servers, Native connectors, API specs, Command-line interfaces, Agent skills
  • Trust & data policy: Zero data retention, No generative AI training, Hard budget caps, Sandbox environment, Open standards, Documented provider swap, Self-hostable, Open source

Trust & data policy

Trust center
Vendor trust center
Multi-factor authentication
Available
Data export
Partial
Data import
Partial
Standard protocol access
Yes
No proprietary-SDK lock-in
Yes

Not yet researched Zero data retention, No generative AI training, Hard budget caps, Sandbox environment, Open standards, Documented provider swap, Self-hostable, Open source

Security & compliance

Certifications and access controls this product reports on its own pages. We confirm the vendor lists each one; for certifications we don't audit the underlying report. Part of the 15% security score.

A shared trust or security page can support several certifications. We do not require separate public report links because reports may require login, vendor approval, or a nondisclosure agreement. Ask the vendor for reports and applicable coverage before a procurement decision. These listings expose no per-claim check date; the entry's updated date does not date the supporting evidence.

Compliance certifications

GDPR HIPAA SOC 2

Access controls

RBAC

Integration surfaces

How an agent connects to this product and finds its documentation. The largest dimension of the AI-native score (35%).

llms.txt
https://qdrant.tech/llms.txt
WebMCP
No

Developer kits

Confirmed absent Agent2Agent (A2A) servers

Not yet researched Headless signup, MCP servers, Native connectors, API specs, Command-line interfaces, Agent skills

Offers

Full pricing page

No offers recorded.

Reviews

No approved reviews yet.

RSS: approved reviews

Catalog activity

Track how this entry changes as proposals are opened and merged.

RSS: merged changes · RSS: open proposals

Products from other publishers that share a job-to-be-done or category, most-shared first.

Own this product? Add a verified badge to your site

Show visitors and crawling agents your verified AI-native grade. The badge stays current as your entry is verified, and links back to this page.

Qdrant Cloud — AI-native Tier C (43/100) on Open Agent Guide Qdrant Cloud — AI-native Tier C (43/100) on Open Agent Guide

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Markdown

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Make it agent-readable (optional JSON-LD)

Paste this schema.org Review beside the badge so agents resolve the grade to its source record, not just a picture. 

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The badge reflects only the verified tier and can’t be self-set. How scoring works

Ready to decide?

Tier C · 43/100 AI-native · 46% researched.

Visit Qdrant Cloud