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mcp-server

by SingTheCode

Overview

This agent facilitates CLI-based AI assistance for developers, leveraging a proprietary Shinsegae LLM and Model Context Protocol (MCP) to interact with development environments and perform tasks like file operations and code analysis.

Installation

Run Command
devx-agent

Environment Variables

  • LLM_API_TOKEN
  • LLM_API_URL
  • PROJECT_ID

Security Notes

The agent allows direct execution of shell commands via user input prefixed with '!' (src/cli/app.py -> run_shell). This feature, combined with the LLM's potential to generate or misinterpret commands, poses a significant risk for arbitrary code execution on the host system. While the primary ReAct loop focuses on MCP tools, the direct shell command input is a critical vulnerability. The use of 'subprocess.Popen' is temporarily altered to suppress stderr during MCP server connection, which could hide potential issues from a user but is restored.

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Stats

Interest Score0
Security Score3
Cost ClassHigh
Avg Tokens3000
Stars0
Forks0
Last Update2025-11-27

Tags

CLI AgentAIDev ToolsMCPShinsegae LLM