XSS in Tigroumeow Ai Engine – The Chatbot, Framework & Mcp For WordPress
CVE-2026-96561
The AI Engine – The Chatbot, AI Framework & MCP for WordPress plugin for WordPress is vulnerable to Stored Cross-Site Scripting in versions up to, and including, 3.8.0 This is due to a chain of missing input neutralization and output escaping across the /mwai-ui/v1/chats/submit REST endpoint, the PHP error-log parser (MeowKit_MWAI_Helpers::php_error_logs), the Advisor task (Meow_MWAI_Modules_Advisor::run_advisor), and the Advisor dashboard widget (advisor_metabox): the server-parameter denylist in chat_submit strips only exact key names such as 'model' while convert_keys() later canonicalizes 'model_' back to 'model', allowing an unauthenticated caller to place an attacker-controlled string (including CR/LF) into $query->model; final_checks() throws an Exception whose message embeds that raw string, and the non-streaming, non-admin catch branch writes it to the PHP error log unmodified — creating a forged log line that the plugin's own parser subsequently returns as recent PHP-error content; run_advisor() then appends that content verbatim to the AI prompt (indirect prompt injection — CWE-1427), the returned JSON is stored in the mwai_advisor_data option with no schema validation or HTML sanitization, and advisor_metabox() concatenates the resulting 'title' and 'description' values directly into the WordPress dashboard widget without esc_html(), wp_kses(), or equivalent escaping. This makes it possible for unauthenticated attackers to inject arbitrary web scripts in pages that will execute whenever an administrator accesses the WordPress dashboard.
Vulnerability class: XSS (Cross-Site Scripting)
Published · last modified .
CVSS v3 metric
CVSS v3 base score 7.2 (High). Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:L/I:L/A:N.
EPSS exploit prediction
No EPSS score from FIRST.org yet. New CVEs usually get one within a few days; no score means no signal yet, not low risk. How EPSS works.
Affected products
Weakness classification (CWE)
References
- www.wordfence.com/threat-intel/vulnerabilities/id/910e51da-6ee2-45d5-837b-7fea8…
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/modules/advisor…
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/modules/advisor…
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/modules/advisor…
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/common/helpers.php
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/modules/chatbot…
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/engines/core.php
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/query/base.php
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/modules/chatbot…
- plugins.trac.wordpress.org/browser/ai-engine/tags/3.8.0/classes/rest.php
Frequently asked questions
- What is CVE-2026-96561?
- CVE-2026-96561 is a high-severity vulnerability in Tigroumeow Ai Engine – The Chatbot, Framework & Mcp For WordPress, classified under Cross-site Scripting. CVSS score: 7.2/10. Published 2026-10-01.
- How severe is CVE-2026-96561?
- High severity. CVSS v3 base score is 7.2 out of 10.