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CVE-2026-56837: CWE-287: Improper Authentication in MervinPraison PraisonAI

0
High
VulnerabilityCVE-2026-56837cvecve-2026-56837cwe-287cwe-306cwe-347
Published: 10/23/2026 (10/23/2026, 11:57:48 UTC)
Source: CVE Database V5
Vendor/Project: MervinPraison
Product: PraisonAI

Description

PraisonAI versions 4.6.56 through 4.6.58 contain an improper authentication vulnerability in the LinearBot component. The bot starts a public webhook listener on all interfaces and treats the LINEAR_WEBHOOK_SECRET as optional. If the secret is missing, signature verification is skipped, allowing unauthenticated network callers to submit forged Linear-Event: AgentSession requests. These requests are processed by the bot, which then attempts to post responses using the configured bot token. This issue has been fixed in version 4.6.59.

CVSS v3.1

Score 8.6high

Attack Vector
Network
Attack Complexity
Low
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
Low
Integrity
High
Availability
Low
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:H/A:L

Affected software

MervinPraison

PraisonAI

Affected versions
>=4.6.56 <4.6.59
GitHub Actionsmore threats →ai
mervinpraison/PraisonAI
pkg:github/mervinpraison/PraisonAI

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AI-Powered Analysis

Machine-generated threat intelligence

AILast updated: 10/23/2026, 12:30:27 UTC

Technical Analysis

CVE-2026-56837 describes an improper authentication vulnerability (CWE-287) in MervinPraison's PraisonAI multi-agent system. Specifically, from version 4.6.56 up to but not including 4.6.59, the LinearBot component starts a webhook listener bound to 0.0.0.0 and treats the LINEAR_WEBHOOK_SECRET environment variable as optional. When the secret is absent, the system logs a warning but skips Linear-Signature verification entirely. This allows an unauthenticated attacker who can reach the webhook endpoint to submit forged Linear-Event: AgentSession requests. These forged requests are parsed and scheduled for background processing, eventually invoking BotSessionManager.chat() and causing the bot to post responses back to Linear under the bot token. The proof-of-value demonstrates this can be done offline and deterministically by calling the webhook handler directly and monkey-patching the outbound comment path. The vulnerability is patched in version 4.6.59.

Potential Impact

An attacker with network access to the webhook endpoint can bypass authentication and submit forged agent session requests. This leads to unauthorized execution of bot commands and posting of responses under the bot's identity, potentially impacting integrity and availability. Confidentiality impact is low, but integrity is high and availability is low according to the CVSS vector.

Mitigation Recommendations

Upgrade PraisonAI to version 4.6.59 or later where this vulnerability is patched. Prior to upgrading, ensure that the LINEAR_WEBHOOK_SECRET is configured to enforce signature verification. Without the secret, the webhook listener skips authentication, allowing unauthenticated access. No other mitigations are specified.

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Technical Details

Data Version
5.2
Assigner Short Name
GitHub_M
Date Reserved
2026-06-23T14:55:09.117Z
Cvss Version
3.1
State
PUBLISHED

Threat ID: 6adb50114d27ba8daa216e8e

Added to database: 10/23/2026, 12:16:17 UTC

Last enriched: 10/23/2026, 12:30:27 UTC

Last updated: 10/23/2026, 12:35:30 UTC

Views: 2

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