EUVD-2026-17141
GHSA-qx64-h3hh-3vhj
CVSS Vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N
Lifecycle Timeline
3Description
A cross-session information disclosure vulnerability exists in the awesome-llm-apps project in commit e46690f99c3f08be80a9877fab52acacf7ab8251 (2026-01-19). The affected Streamlit-based GitHub MCP Agent stores user-supplied API tokens in process-wide environment variables using os.environ without proper session isolation. Because Streamlit serves multiple concurrent users from a single Python process, credentials provided by one user remain accessible to subsequent unauthenticated users. An attacker can exploit this issue to retrieve sensitive information such as GitHub Personal Access Tokens or LLM API keys, potentially leading to unauthorized access to private resources and financial abuse.
Analysis
Cross-session credential leakage in awesome-llm-apps Streamlit-based GitHub MCP Agent allows unauthenticated users to retrieve previously stored API tokens and secrets from process-wide environment variables, compromising GitHub Personal Access Tokens and LLM API keys across concurrent session boundaries. The vulnerability stems from improper session isolation in a multi-user Streamlit application that persists credentials in os.environ without clearing them between user sessions, enabling attackers to escalate privileges and access private resources without authentication.
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