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CS8803_MLSecurity_MCP_Defense_Server

Verified Safe

by NirjharDeb

Overview

Provides a defense layer for agentic LLMs in IDEs by detecting and sanitizing hidden payloads and malicious instructions within tool responses.

Installation

Run Command
python server.py

Security Notes

The server's code is explicitly designed for defensive purposes, primarily utilizing string manipulation, regex matching, and heuristic-based scoring. It does not contain 'eval' statements, hardcoded secrets, or direct external command execution vulnerabilities within its logic. The primary security consideration lies in the efficacy of its detection methods against novel or sophisticated attack vectors, rather than inherent vulnerabilities in the defense implementation itself. The proxy architecture means it mediates traffic to another service, relying on the security of both the proxy and the upstream service.

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Stats

Interest Score0
Security Score9
Cost ClassLow
Avg Tokens500
Stars0
Forks0
Last Update2025-12-01

Tags

ML SecurityPrompt InjectionLLM DefenseMiddlewareAgentic IDE