AI Security Gateway™ vs Stacklok Enterprise MCP Platform: side-by-side comparison (2026)
AI Security Gateway™ is a commercial LLM guardrails solution by Occludra. Stacklok Enterprise MCP Platform is a commercial agentic AI security solution by Stacklok. Features, integrations, deployment and the company behind each one, side by side.
OpenAI-compatible proxy for LLM DLP, PII redaction, and cost governance.
Secure gateway platform for governing AI agent MCP server access in enterprises.
Side-by-side comparison
Feature
AI Security Gateway™
Stacklok Enterprise MCP Platform
Pricing model
Commercial
Commercial
Category
LLM Guardrails
Agentic AI Security
Deployment and fit
Deployment type
Hybrid
Cloud
Company size fit
SMB, Mid-Market, Enterprise, Startup
Mid-Market, Enterprise
Company
Company
Occludra
Stacklok
Use cases and capabilities
AI DLP
Yes
No
AI Gateway
Yes
No
AI Governance
Yes
No
LLM Guardrails
Yes
No
LLM Security
Yes
No
PII
Yes
No
Prompt Injection
Yes
No
Proxy
Yes
No
AI Firewall
Yes
No
Shadow AI
Yes
No
Security Policy
No
Yes
Least Privilege
No
Yes
Gateway
No
Yes
Generative AI
No
Yes
MCP Security
No
Yes
Core features
10 features listed
9 features listed
Integrations
10 integrations listed
3 integrations listed
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