GenAI or MCP Server Child Process Execution

Last updated 24 days ago on 2026-08-10
Created 9 months ago on 2025-12-04

About

Detects child process execution from GenAI tools or MCP (Model Context Protocol) servers. Adversaries exploit AI agents to execute system commands, exfiltrate data, or establish persistence. MCP servers provide LLMs direct access to execute shell commands, read files, and interact with external services. This building block provides visibility into AI-initiated process execution for correlation with other suspicious activity.
Tags
Domain: EndpointOS: LinuxOS: macOSOS: WindowsUse Case: Threat DetectionTactic: ExecutionData Source: Elastic DefendData Source: SysmonData Source: Microsoft Defender XDRData Source: SentinelOneRule Type: BBRDomain: LLMMitre Atlas: T0053Language: eql
Severity
low
Risk Score
21
MITRE ATT&CK™

Execution (TA0002)(external, opens in a new tab or window)

License
Elastic License v2(external, opens in a new tab or window)

Definition

Rule Type
Event Correlation Rule
Integration Pack
Prebuilt Security Detection Rules
Index Patterns
logs-endpoint.events.process-*logs-windows.sysmon_operational-*logs-m365_defender.event-*logs-sentinel_one_cloud_funnel.*
Related Integrations

endpoint(external, opens in a new tab or window)

windows(external, opens in a new tab or window)

sentinel_one_cloud_funnel(external, opens in a new tab or window)

m365_defender(external, opens in a new tab or window)

Query
text code block:
process where event.type == "start" and ( // GenAI clients process.parent.name in ( "Cursor", "Cursor.exe", "cursor", "Cursor Helper", "Cursor Helper (Plugin)", "Cursor Helper (GPU)", "Cursor Helper (Renderer)", "Claude", "Claude.exe", "claude", "Claude Helper", "Claude Helper (Plugin)", "Claude Helper (GPU)", "Claude Helper (Renderer)", "Windsurf", "Windsurf.exe", "windsurf", "Windsurf Helper", "Windsurf Helper (Plugin)", "Windsurf Helper (GPU)", "Windsurf Helper (Renderer)", "Code", "Code.exe", "code", "Code Helper", "Code Helper (Plugin)", "Code Helper (GPU)", "Code Helper (Renderer)", "codex", "codex.exe", "Copilot", "Copilot.exe", "copilot", "Jan", "Jan.exe", "jan", "Jan Helper", "Jan Helper (Plugin)", "Jan Helper (GPU)", "Jan Helper (Renderer)", "LM Studio", "LM Studio.exe", "lmstudio", "Ollama", "Ollama.exe", "ollama", "GPT4All", "gpt4all", "gpt4all.exe", "textgen.exe", "textgen", "text-generation-webui.exe", "oobabooga.exe", "gemini-cli.exe", "gemini-cli", "genaiscript.exe", "genaiscript", "grok.exe", "grok", "qwen.exe", "qwen", "koboldcpp.exe", "koboldcpp", "KoboldCpp", "llama-server", "llama-cli", "OpenClaw", "openclaw", "openclaw.exe", "Moltbot", "moltbot", "moltbot.exe", "Clawdbot", "clawdbot", "clawdbot.exe" ) or // OpenClaw/Moltbot/Clawdbot via Node.js (process.parent.name in ("node", "node.exe") and process.parent.command_line like~ ("*openclaw*", "*moltbot*", "*clawdbot*")) or // Package managers running MCP servers (process.parent.name in ("npx", "npx.exe", "pnpm", "pnpm.exe", "yarn", "yarn.exe", "bunx", "bunx.exe") and process.parent.command_line like~ ("*@modelcontextprotocol/*", "*mcp-server-*", "*mcp_server*")) or // Node/Deno/Bun running MCP servers (process.parent.name in ("node", "node.exe", "deno", "deno.exe", "bun", "bun.exe") and process.parent.command_line like~ ("*@modelcontextprotocol/*", "*mcp-server-*", "*mcp_server*")) or // Python MCP servers (process.parent.name like~ "python*" and process.parent.command_line like~ ("*-m mcp_server*", "*mcp-server-*", "*mcp_server*")) or // MCP server binaries process.parent.name like~ ("mcp-server*", "*-mcp-server", "*_mcp_server*") or process.parent.name in ("mcp-server", "mcp-server-elastic-cloud", "github-mcp-server") ) and process.name != null // Exclusions and not ( // Runtime self-spawns (process.parent.name in ("node", "node.exe") and process.name in ("node", "node.exe")) or (process.parent.name like~ "python*" and process.name like~ "python*") or (process.parent.name in ("deno", "deno.exe") and process.name in ("deno", "deno.exe")) or (process.parent.name in ("bun", "bun.exe") and process.name in ("bun", "bun.exe")) or // Electron helper noise: app -> helper, and helper -> helper (process.parent.name like~ ("Cursor", "Cursor.exe", "Cursor Helper*") and process.name like~ "Cursor Helper*") or (process.parent.name like~ ("Claude", "Claude.exe", "Claude Helper*") and process.name like~ "Claude Helper*") or (process.parent.name like~ ("Windsurf", "Windsurf.exe", "Windsurf Helper*") and process.name like~ "Windsurf Helper*") or (process.parent.name like~ ("Code", "Code.exe", "Code Helper*") and process.name like~ "Code Helper*") or (process.parent.name like~ ("Jan", "Jan.exe", "Jan Helper*") and process.name like~ "Jan Helper*") or (process.parent.name like~ ("LM Studio", "LM Studio.exe", "LM Studio Helper*") and process.name like~ ("LM Studio", "LM Studio.exe", "LM Studio Helper*")) or (process.parent.name like~ ("Ollama", "Ollama.exe", "Ollama Helper*") and process.name like~ "Ollama Helper*") or // GenAI client same-name self-spawns (explicit pairs; no field-to-field compare) (process.parent.name like~ ("cursor", "cursor.exe") and process.name like~ ("cursor", "cursor.exe")) or (process.parent.name like~ ("claude", "claude.exe") and process.name like~ ("claude", "claude.exe")) or (process.parent.name like~ ("windsurf", "windsurf.exe") and process.name like~ ("windsurf", "windsurf.exe")) or (process.parent.name like~ ("code", "code.exe") and process.name like~ ("code", "code.exe")) or (process.parent.name like~ ("codex", "codex.exe") and process.name like~ ("codex", "codex.exe")) or (process.parent.name like~ ("copilot", "copilot.exe") and process.name like~ ("copilot", "copilot.exe")) or (process.parent.name like~ ("jan", "jan.exe") and process.name like~ ("jan", "jan.exe")) or (process.parent.name like~ ("ollama", "ollama.exe") and process.name like~ ("ollama", "ollama.exe")) or // docker (process.name in ("docker", "docker.exe") and process.args == "context" and process.args == "ls") or // env probes: ps/getconf/lsb_release by name; neighbor/arp/which by args or /bin/sh -c ( process.name in ("ps", "getconf", "lsb_release") or process.args in ( "ip neigh show", "arp -a -n -l", "ip neighbor show dev wlan0", "ip neighbor show dev eth0", "arp -a | findstr /C:---" ) or process.command_line in ( "/bin/sh -c ip neigh show", "/bin/sh -c arp -a -n -l", "/bin/sh -c /bin/ps -ax -o pid=,ppid=,pcpu=,pmem=,command=", "/bin/sh -c which ps" ) ) or // git (process.name in ("git", "git.exe") and ( (process.args == "remote" and process.args == "get-url" and process.args == "origin") or (process.args == "symbolic-ref" and process.args == "refs/remotes/origin/HEAD" and process.args == "--short") or (process.args == "rev-parse" and process.args == "--abbrev-ref" and process.args == "HEAD") or (process.args == "status" and process.args == "-z" and process.args == "-uall") or (process.args == "config" and process.args == "--get" and process.args == "commit.template") or (process.args == "config" and process.args == "user.email") or (process.args == "rev-parse" and process.args == "--show-toplevel") )) or // version / help process.args in ("--version", "--help", "-v", "-h", "-V", "version", "help") )

Install detection rules in Elastic Security

Detect GenAI or MCP Server Child Process Execution in the Elastic Security detection engine by installing this rule into your Elastic Stack.

To setup this rule, check out the installation guide for Prebuilt Security Detection Rules(external, opens in a new tab or window).