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CVE-2026-24477

Mintplexlabs Anythingllm vulnerability

7.5 HIGHPublic exploitEPSS 1.70%
  1. Published26 Jan 2026

Description

AnythingLLM is an application that turns pieces of content into context that any LLM can use as references during chatting. If AnythingLLM prior to version 1.10.0 is configured to use Qdrant as the vector database with an API key, this QdrantApiKey could be exposed in plain text to unauthenticated users via the `/api/setup-complete` endpoint. Leakage of QdrantApiKey allows an unauthenticated attacker full read/write access to the Qdrant vector database instance used by AnythingLLM. Since Qdrant often stores the core knowledge base for RAG in AnythingLLM, this can lead to complete compromise of the semantic search / retrieval functionality and indirect leakage of confidential uploaded documents. Version 1.10.0 patches the issue.

CVSS 3.1 breakdown

Attack vectorNetwork
Attack complexityLow
Privileges requiredNone
User interactionNone
ScopeUnchanged
ConfidentialityHigh
IntegrityNone
AvailabilityNone
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Affected products

Mintplexlabs Anythingllm< 1.10.0

Remediation

Fixed in
Mintplexlabs Anythingllm≥ 1.10.0

References

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Frequently asked

Is CVE-2026-24477 being actively exploited?

CVE-2026-24477 is not in the CISA KEV catalog. A public exploit reference exists, so treat it as exploitable. Its EPSS exploit probability is 1.70%.

How severe is CVE-2026-24477?

CVE-2026-24477 has a CVSS 3.1 base score of 7.5, rated high. EPSS estimates a 1.70% probability of exploitation.

Which products are affected by CVE-2026-24477?

Affected products include Mintplexlabs Anythingllm.

How do I fix CVE-2026-24477?

Upgrade affected software to a fixed version, for example Mintplexlabs Anythingllm 1.10.0 or later, then confirm no affected versions remain in your inventory.

How Secuno handles this

Secuno correlates vulnerabilities like CVE-2026-24477 against the real software inventory on every managed device, as each hourly inventory arrives. Rather than a static severity, each match is scored in context: exploit availability, EPSS, the asset's exposure, and business criticality decide where it lands in the queue. If an affected version is present anywhere across your portfolio, it surfaces automatically with a prioritised remediation path.

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Data from the NVD, CISA KEV catalog and FIRST EPSS. CVSS 3.1 base score shown where available.