GatewayBench: Evaluation platform for MCP gateways
In brief
- GatewayBench is the first unified benchmark to evaluate MCP gateways, essential middleware in agentic AI systems.
- The framework compares two gateway architectures (flattened vs hierarchical) across 524 tasks and 11,118 real-world tools.
- Results reveal major differences in performance, efficiency, and attack resilience based on gateway design.
Researchers introduce GatewayBench, the first unified evaluation framework for MCP gateways, critical middleware in agentic AI systems. The benchmark compares two gateway architectures and assesses their impact on agent capabilities, efficiency, and security across thousands of real-world tools.
This summary gives you the essentials. The full article, its figures and quotes are on cs.AI updates on arXiv.org.
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