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 ## Tools
 
 - [AIC (Agent Interaction Control)](https://github.com/VPAI-Grok/AIC) - Open-source contracts, cross-surface evidence, parity verification, and fail-closed reliance checks for WebMCP tools and their human UI, MCP, and API equivalents.
+- [Senro](https://senro.ai) - Reliability platform for testing WebMCP implementations across LLMs and languages and monitoring agent behavior in production.
 - [Collection of WebMCP tools](https://github.com/GoogleChromeLabs/webmcp-tools/) by Google Chrome Labs
 - [webmaxru/agent-skills: WebMCP](https://github.com/webmaxru/agent-skills/tree/main/skills/webmcp) - Agent skill for implementing and debugging browser WebMCP integrations in JavaScript and TypeScript web apps
 - [Conscriba](https://conscriba.com/) — Automatic WebMCP Creation for AI Agents, Analytics & Tracking