Sagar Mahajan®
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02 / 14Agentic AI / Protocol Engineering

Sentinel Model Context Protocol

Three-stage safety guardrail agent for LLM coding assistants (Claude Desktop, Cursor, CodeX), shipped as a plug-and-play MCP plugin.

sentinel-model-context-protocol.build
Sentinel Model Context Protocol
Overview

What it does

Three-stage safety guardrail agent for LLM coding assistants (Claude Desktop, Cursor, CodeX), shipped as a plug-and-play MCP plugin.

The Problem

Why it needed building

LLM coding assistants can propose file edits, shell commands, and network calls directly — and most setups have nothing standing between the model's suggestion and its execution.

The Approach

How it was engineered

Designed Sentinel as a three-stage review gateway that sits in the Model Context Protocol path between an agent and its execution environment, scoring and gating every proposed action before Claude Code, Cursor, or CodeX are allowed to run it.

Interactive Safety Sandbox
Sentinel MCP Interactive Guardrail Gateway
Gateway Active
Select a sample agent payload to test guardrail:
Proposed Command:
rm -rf / --no-preserve-rootBLOCKED
Sentinel Verification Log:Gateway Latency: 3.4ms
Click a preset payload above to evaluate...
The Outcome

Where it landed

Across 100k test payloads Sentinel logged zero unauthorized escapes, while holding gateway latency under 5ms across 40+ concurrent agent registries — safe without being slow enough to get disabled.