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embabel-mcp-client-file-operations

Verified Safe

by BootcampToProd

Overview

Acts as an intelligent MCP client that translates natural language commands into file operations orchestrated through an AI agent.

Installation

Run Command
mvn spring-boot:run

Environment Variables

  • OPENAI_API_KEY

Security Notes

The application uses an AI agent to interpret natural language commands and invoke file operation tools provided by an external MCP server. It explicitly uses an API key (OPENAI_API_KEY) for the OpenRouter AI service, expected to be passed as an environment variable, preventing hardcoding. There are no direct uses of 'eval' or arbitrary code execution within the client. Logs can expose prompts and LLM responses if Verbosity is set to show them (as it is in the FileOperationsController), which could be a concern for sensitive data in production environments. The primary security considerations shift to the security of the connected MCP server and the trustworthiness of the LLM outputs. The client's role is primarily orchestration and natural language interpretation.

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Stats

Interest Score0
Security Score8
Cost ClassMedium
Avg Tokens300
Stars0
Forks0
Last Update2025-12-22

Tags

AI ClientMCPFile OperationsNatural LanguageSpring Boot