# AI Security Gateway™ vs Stacklok Enterprise MCP Platform: side-by-side comparison (2026) [AI Security Gateway™](https://cybersectools.com/tools/ai-security-gatewaytm) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Occludra](https://cybersectools.com/companies/ai-security-gateway). [Stacklok Enterprise MCP Platform](https://cybersectools.com/tools/stacklok-enterprise-mcp-platform) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Stacklok](https://cybersectools.com/companies/stacklok). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | AI Security Gateway™ | Stacklok Enterprise MCP Platform | |---|---|---| | Pricing model | Commercial | Commercial | | Category | LLM Guardrails | Agentic AI Security | | Verified | No | No | | Deployment type | Hybrid | Cloud | | Company size fit | SMB, Mid-Market, Enterprise, Startup | Mid-Market, Enterprise | | Company | Occludra | Stacklok | | Headquarters | – | – | ### Use cases and capabilities | | AI Security Gateway™ | Stacklok Enterprise MCP Platform | |---|---|---| | AI DLP | Yes | – | | AI Gateway | Yes | – | | AI Governance | Yes | – | | LLM Guardrails | Yes | – | | LLM Security | Yes | – | | PII | Yes | – | | Prompt Injection | Yes | – | | Proxy | Yes | – | | AI Firewall | Yes | – | | Shadow AI | Yes | – | | Security Policy | – | Yes | | Least Privilege | – | Yes | | Gateway | – | Yes | | Generative AI | – | Yes | | MCP Security | – | Yes | ### Core features **AI Security Gateway™** 10 features listed. Sign in on the page to see them. **Stacklok Enterprise MCP Platform** 9 features listed. Sign in on the page to see them. ### Integrations **AI Security Gateway™** 10 integrations listed. Sign in on the page to see them. **Stacklok Enterprise MCP Platform** 3 integrations listed. Sign in on the page to see them. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [AI Security Gateway™](https://cybersectools.com/tools/ai-security-gatewaytm) fits if you need both cloud and on-premises options and you are a startup or a small business. - [Stacklok Enterprise MCP Platform](https://cybersectools.com/tools/stacklok-enterprise-mcp-platform) fits if you want a cloud product. ## AI Security Gateway™ vs Stacklok Enterprise MCP Platform FAQ Common questions when comparing AI Security Gateway™ vs Stacklok Enterprise MCP Platform for LLM guardrails. ### What is the difference between AI Security Gateway™ and Stacklok Enterprise MCP Platform? **AI Security Gateway™**: OpenAI-compatible proxy for LLM DLP, PII redaction, and cost governance. Built by Occludra. **Stacklok Enterprise MCP Platform**: Secure gateway platform for governing AI agent MCP server access in enterprises. Built by Stacklok. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes AI Security Gateway™ and Stacklok Enterprise MCP Platform? **AI Security Gateway™** is made by Occludra founded in 2025-01-01T00:00:00.000Z. **Stacklok Enterprise MCP Platform** is made by Stacklok. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is AI Security Gateway™ a good alternative to Stacklok Enterprise MCP Platform? In part. AI Security Gateway™ and Stacklok Enterprise MCP Platform are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [AI Security Gateway™ vs Confident Security](https://cybersectools.com/compare/ai-security-gatewaytm-vs-confident-security) - [AI Security Gateway™ vs Pangea AI Security Platform](https://cybersectools.com/compare/ai-security-gatewaytm-vs-pangea-ai-security-platform) - [AI Security Gateway™ vs PointGuard AI Intelligent Guardrails](https://cybersectools.com/compare/ai-security-gatewaytm-vs-pointguard-ai-intelligent-guardrails) - [Stacklok Enterprise MCP Platform vs Confident Security](https://cybersectools.com/compare/confident-security-vs-stacklok-enterprise-mcp-platform) - [Stacklok Enterprise MCP Platform vs Pangea AI Security Platform](https://cybersectools.com/compare/pangea-ai-security-platform-vs-stacklok-enterprise-mcp-platform) - [Stacklok Enterprise MCP Platform vs PointGuard AI Intelligent Guardrails](https://cybersectools.com/compare/pointguard-ai-intelligent-guardrails-vs-stacklok-enterprise-mcp-platform) ## Alternatives to each - [See all AI Security Gateway™ alternatives](https://cybersectools.com/alternatives/ai-security-gatewaytm) - [See all Stacklok Enterprise MCP Platform alternatives](https://cybersectools.com/alternatives/stacklok-enterprise-mcp-platform) --- Source: https://cybersectools.com/compare/ai-security-gatewaytm-vs-stacklok-enterprise-mcp-platform For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/ai-security-gatewaytm.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on AI Security Gateway™ and Stacklok Enterprise MCP Platform: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md