Analysis · curated 20 Jul 2026

MCP Gateway Benchmark: Latency & Security of 6 Gateways

Coverage timeline

24 Jun 2026barndoor.ai 4 Aug 2026witness.aiakto.ioaimultiple.com

Why it matters

AI security gateways are positioned as a control point for inspecting agentic and MCP traffic for prompt injection and data exfiltration, which is relevant context for defenders architecting protections around LLM and agent workflows.

Akto's blog explains the concept of AI security gateways as a policy layer in front of LLM, agent, and MCP tool traffic, describing how they inspect requests for prompt injection, sensitive data exfiltration, and cost overruns before reaching production. It contrasts AI security gateways with traditional API gateways and single-protocol MCP gateways and discusses agentic AI risks driving their adoption in 2026.