# [MED] Beyond Automation: Securing Low-Code Agentic AI with MCP Guardrails

**Source:** Snyk
**Published:** 2025-11-19
**Article:** https://snyk.io/blog/securing-low-code-agentic-ai-mcp-guardrails/

## Threat Profile

Snyk Blog In this article
Written by Pas Apicella 
November 19, 2025
0 mins read The rise of low-code/no-code (LCNC) platforms has made AI development faster and more accessible. Combined with agentic AI systems, which are autonomous AI components capable of executing multi-step tasks, the promise is powerful. However, beneath this efficiency lies a growing concern: what happens when these agents operate beyond our visibility?
This is where the Model Context Protocol (MCP) and secure scanning wo…

## Indicators of Compromise (high-fidelity only)

- _No high-fidelity IOCs in the RSS summary._ If the source publishes a technical write-up with defanged IOCs in the body, those would be picked up automatically on the next pipeline run.

## MITRE ATT&CK Techniques

- _Narrative-keyword inference returned no technique mappings; review article for ATT&CK relevance manually._

## Kill chain phases observed

_(none detected from narrative keywords)_

## Recommended hunts

_No actionable hunts can be derived from the RSS summary alone. The article may still warrant manual review — open the source link for actor attribution, IOCs in the body, and TTP detail._


## Why this matters

Severity classified as **MED** based on: 0 use case(s) fired, 0 technique(s) inferred. Read the full article for actor attribution, tooling details, and any defanged IOCs in the body that aren't visible in the RSS summary.