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Security audit

Qdrant Cloud

Security checks for vulnerabilities and agentic risk

Overview

The Qdrant operations have clear approval controls, but automatic software installation and undisclosed changes to agent skills warrant review.

Review and approve CLI installation separately, using a fixed release with verified integrity. Check or disable its automatic agent-skill synchronization before use. OOMOL mediates access to your Qdrant account, so use narrowly scoped credentials and retain the documented approval checks for database changes. The remote installer and resulting CLI release were not verified; no malicious behavior was established.

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • Output HandlingUnvalidated Output Injection, Cross-Context Output, Unbounded Output
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
Findings (5)

Description-Behavior Mismatch

High
Category
MCP Tool Poisoning
Confidence
97% confidence
Finding

The supplied code executes an external installer rather than performing Qdrant Cloud operations. Nothing in the chunk establishes that this installer is a supporting dependency for the declared purpose. The downloaded script's contents and any further effects are not available for assessment.

Content

No source excerpt is available for this finding.

External Script Fetching

High
Category
Supply Chain
Confidence
98% confidence
Finding

Piping a mutable HTTPS download directly into bash executes whatever the installer endpoint returns, without a pinned version or independent integrity verification. HTTPS protects transport but does not prevent a compromised publisher or hosting service from serving malicious code that could access local files and credentials. The legitimate dependency-installation context explains the command but does not eliminate this supply-chain risk.

Content

Scanner excerpt · SKILL.md (reported line 61)May include surrounding context.

Fallback setup executes downloaded installation scripts without a system-integrity warning.

Medium
Category
Output Handling
Confidence
94% confidence
Finding

The fallback directs the agent to execute downloaded shell or PowerShell code without reviewing it, verifying a pinned artifact, or obtaining explicit approval for local software installation. Restricting this to a missing-CLI error reduces exposure, but a compromised installer or distribution service could still execute arbitrary code with the invoking account's permissions; the missing warning is secondary to that execution risk.

Content

No source excerpt is available for this finding.

Autonomous Decision Making

Medium
Category
Excessive Agency
Confidence
80% confidence
Finding

Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Content

Scanner excerpt · SKILL.md (reported line 82)May include surrounding context.

md
- **`OOMOL_INSUFFICIENT_CREDIT`** — OOMOL billing stop. Recharge at `https://console.oomol.com/billing/token-recharge` before retrying.

- **HTTP 402 without `OOMOL_INSUFFICIENT_CREDIT`** — the third-party account itself has no active plan or credit. Report the provider error message as is; do not ask the user to recharge OOMOL.

## Resources

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 87)May include surrounding context.

md
## Resources

- Qdrant Cloud homepage: https://qdrant.tech/cloud/
- API documentation: https://api.qdrant.tech/