# HiddenLayer AI Runtime Security vs Stacklok Enterprise MCP Platform: side-by-side comparison (2026) [HiddenLayer AI Runtime Security](https://cybersectools.com/tools/hiddenlayer-ai-detection-and-response) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [HiddenLayer](https://cybersectools.com/companies/hiddenlayer). [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. ## Our take What our shortlists say about the one we picked. ### [HiddenLayer AI Runtime Security](https://cybersectools.com/tools/hiddenlayer-ai-detection-and-response) Best for: Teams building their own AI apps and agents It does a different job from the endpoint and identity picks, because it covers the agents your own developers ship, from model scanning in the build pipeline to runtime defense and red teaming. That suits mid-market and enterprise teams with an active AI build program. If most of your agents are bought rather than built, weigh whether you need this layer yet. From [Best Agentic AI Security Solutions for Business](https://cybersectools.com/shortlists/best-agentic-ai-security-solutions), Fall 2026. Reviewed by [Nika (Nikoloz) Kokhreidze](https://cybersectools.com/about). Need the answer fast? [Best Agentic AI Security Solutions for Business](https://cybersectools.com/shortlists/best-agentic-ai-security-solutions) picks CrowdStrike Falcon Guardian, Rubrik Agent Cloud, Silverfort AI Agent Security and 5 more. ## Side-by-side comparison | | HiddenLayer AI Runtime Security | Stacklok Enterprise MCP Platform | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Agentic AI Security | Agentic AI Security | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | HiddenLayer | Stacklok | | Headquarters | – | – | ### Use cases and capabilities | | HiddenLayer AI Runtime Security | Stacklok Enterprise MCP Platform | |---|---|---| | PII | Yes | – | | Security Policy | – | Yes | | Least Privilege | – | Yes | | Gateway | – | Yes | | Generative AI | – | Yes | | MCP Security | – | Yes | ### Core features **HiddenLayer AI Runtime Security** 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 **HiddenLayer AI Runtime Security** 18 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. ## HiddenLayer AI Runtime Security vs Stacklok Enterprise MCP Platform FAQ Common questions when comparing HiddenLayer AI Runtime Security vs Stacklok Enterprise MCP Platform for agentic AI security. ### What is the difference between HiddenLayer AI Runtime Security and Stacklok Enterprise MCP Platform? **HiddenLayer AI Runtime Security**: Real-time detection & response for agentic and generative AI applications. Built by HiddenLayer. **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 HiddenLayer AI Runtime Security and Stacklok Enterprise MCP Platform? **HiddenLayer AI Runtime Security** is made by HiddenLayer. **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 HiddenLayer AI Runtime Security a good alternative to Stacklok Enterprise MCP Platform? Often, yes. HiddenLayer AI Runtime Security and Stacklok Enterprise MCP Platform are both Agentic AI Security products. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [HiddenLayer AI Runtime Security vs Natoma MCP Gateway](https://cybersectools.com/compare/hiddenlayer-ai-detection-and-response-vs-natoma-mcp-gateway) - [HiddenLayer AI Runtime Security vs Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/compare/hiddenlayer-ai-detection-and-response-vs-pebblo-safe-agentsafe-infer) - [HiddenLayer AI Runtime Security vs Repello MCP Gateway](https://cybersectools.com/compare/hiddenlayer-ai-detection-and-response-vs-repello-mcp-gateway) - [Stacklok Enterprise MCP Platform vs Natoma MCP Gateway](https://cybersectools.com/compare/natoma-mcp-gateway-vs-stacklok-enterprise-mcp-platform) - [Stacklok Enterprise MCP Platform vs Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/compare/pebblo-safe-agentsafe-infer-vs-stacklok-enterprise-mcp-platform) - [Stacklok Enterprise MCP Platform vs Repello MCP Gateway](https://cybersectools.com/compare/repello-mcp-gateway-vs-stacklok-enterprise-mcp-platform) ## Alternatives to each - [See all HiddenLayer AI Runtime Security alternatives](https://cybersectools.com/alternatives/hiddenlayer-ai-detection-and-response) - [See all Stacklok Enterprise MCP Platform alternatives](https://cybersectools.com/alternatives/stacklok-enterprise-mcp-platform) --- Source: https://cybersectools.com/compare/hiddenlayer-ai-detection-and-response-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/hiddenlayer-ai-detection-and-response.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on HiddenLayer AI Runtime Security 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