Attack Chain

1. Attacker identifies a vulnerable python-notebook-mcp instance exposed to the internet.
2. Attacker crafts a malicious HTTP request targeting the create_notebook endpoint.
3. The crafted request includes a path traversal sequence (e.g., “../”) within the filename parameter, designed to escape the intended directory.
4. The server.py script processes the request without proper sanitization of the filename.
5. The create_notebook function attempts to create a file outside of the intended notebook directory.
6. The attacker then uses read_notebook to read the file that they created to verify successful path traversal.
7. The attacker crafts further requests to read sensitive files on the server, such as configuration files or user data.
8. The attacker gains unauthorized access to sensitive information, potentially leading to account compromise or further system exploitation.

Impact

Successful exploitation of this path traversal vulnerability (CVE-2026-7810) allows an attacker to read and potentially create or modify arbitrary files on the server hosting the python-notebook-mcp application. Given the nature of notebook applications, this could expose sensitive code, data, or credentials stored within the application’s environment. The lack of specific version details due to the rolling release model makes patching and mitigation challenging for users.

Recommendation

• Deploy the Sigma rule Detect Python-Notebook-MCP Path Traversal in create_notebook to identify exploitation attempts targeting the create_notebook function.
• Deploy the Sigma rule Detect Python-Notebook-MCP Path Traversal in read_notebook to identify exploitation attempts targeting the read_notebook function.
• Monitor web server logs for HTTP requests containing path traversal sequences (e.g., “../”, “..", “%2e%2e/”) in the URI, especially those targeting the create_notebook, read_notebook, edit_cell, and add_cell functions as described in the overview.