Severity by source
AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Network-reachable and low-complexity, but adding an MCP server config is a management action requiring authenticated access, so PR:L rather than PR:N; impact is full host RCE (C/I/A:H).
Primary rating from Vendor (mitre).
CVSS VectorVendor: mitre
Lifecycle Timeline
4DescriptionCVE.org
LiteLLM 1.18.10 contains a remote code execution vulnerability in its MCP server creation functionality. The application allows users to add MCP servers via a JSON configuration specifying arbitrary command and args values. LiteLLM executes these values on the host without validation, enabling attackers to run arbitrary operating system commands. Successful exploitation may result in remote code execution with the privileges of the LiteLLM process.
AnalysisAI
Command injection in LiteLLM 1.18.10 lets attackers who can configure MCP (Model Context Protocol) servers supply arbitrary command and args values in the server-creation JSON, which LiteLLM passes to the host OS without validation, yielding remote code execution as the LiteLLM process. The flaw is part of the broader MCP-stdio supply-chain advisory disclosed by ox.security across the AI ecosystem and is documented in LiteLLM's own April 2026 advisory. No public exploit is identified in the provided data, and EPSS is low (0.32%, 24th percentile), so widespread automated exploitation is not currently indicated despite the CVSS 9.8 rating.
Technical ContextAI
LiteLLM is an open-source LLM gateway/proxy that unifies access to many model providers and supports the Model Context Protocol (MCP) for tool integration. The vulnerable feature lets an operator register an MCP server of the stdio transport type, where LiteLLM spawns a local child process defined by a user-supplied command and args array. Because those values are taken directly from the JSON configuration and executed on the host without sanitization or allow-listing, this is a classic CWE-77 (Improper Neutralization of Special Elements used in a Command) command-injection primitive: the MCP stdio launch path effectively becomes an arbitrary process-execution API. The provided CPE string (cpe:2.3:a:n/a:n/a) is a placeholder with no meaningful product/vendor data, so exact affected-product identification relies on the description naming version 1.18.10.
RemediationAI
No vendor-released fixed version is identified in the provided data, so upgrade to the latest LiteLLM release after confirming the fix in the vendor advisory (https://docs.litellm.ai/blog/mcp-stdio-command-injection-april-2026) and the GitHub repository, and do not run 1.18.10 in exposed environments. As specific compensating controls until a confirmed patch is applied: restrict who can create or edit MCP server configurations to trusted administrators only (removing this capability from general/API users eliminates the primary attack surface but disables self-service MCP onboarding); disable the stdio MCP transport or block registration of MCP servers with arbitrary command/args if your deployment does not require locally-spawned tools (trade-off: local stdio-based MCP tools stop working); run the LiteLLM process as a low-privilege, sandboxed/containerized user with no host shell access and a minimal filesystem so that any injected command has limited blast radius; and place the proxy behind authentication and network ACLs so the management/config endpoints are not reachable by untrusted clients.
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Same weakness CWE-77 – Command Injection
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-44846
GHSA-gw7c-8jfv-4mj2