Index live · v1.7.0 · OCT 6 2026

Qdrant

Official
byQdrant

Semantic memory layer built on Qdrant's vector search engine.

stdioTypeScriptAPI Key Required
Listed official

Configuration

Setup for this server is documented upstream. We list only configuration we have verified against the server's own README, and this one isn't verified yet — so the snippet lives there, not here.

Setup instructions

AgenticSkills Audit

Automated framework checks. Deep code review tracked separately. Read the methodology →

1/2
1 of 2 automated checks passed
Audited Aug 7, 2026
Hosted endpoint
TLS-only (HTTPS) endpoint
Mitigates: Plaintext credential interceptionResponded 200 over HTTPS
Evidence
OAuth 2.1 metadata (RFC 9728)
Mitigates: Token mismanagement, audience confusionNo /.well-known/oauth-protected-resource (status 404)
Repo-level checks
SECURITY.md published
Mitigates: Coordinated disclosure pathHosted server — repo-level check not applicable
Commit in last 90 days
Mitigates: Maintainer abandonmentHosted server — no public commit log
≥2 active contributors
Mitigates: Bus-factor of oneHosted server — no public contributor list
CI pipeline configured
Mitigates: Code health regressionHosted server — no public CI
Dependency lockfile committed
Mitigates: Dependency confusionHosted server — repo-level check not applicable
Signed releases (npm provenance)
Mitigates: Supply-chain backdoorHosted server — supply chain via vendor
Software Bill of Materials (SBOM)
Mitigates: Audit trailHosted server — repo-level check not applicable
License declared
Mitigates: Legal ambiguityHosted server — vendor terms of service apply

Deep framework checks (OAuth 2.1 / PKCE implementation, input validation, sandboxing) require human source review and are tracked separately. This scorecard covers programmatically verifiable signals only.

Quick Stats

Trust LevelOfficial
Transportstdio
API KeyRequired
LanguageTypeScript
CategoryDatabases & Data
Websiteqdrant.tech

Author

Q

Qdrant

Official

Tags

vector-dbsemantic-searchembeddings

Looking for Qdrant itself?

This page covers the MCP server — how an agent connects to Qdrant. For the platform itself, including license, deployment model and pricing model, see Qdrant in Developer Tools.

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