Demonstrates advanced AI agent capabilities through interactive parameter collection and contextual workflow automation using hybrid elicitation patterns.
Vaali empowers AI assistants, such as Claude, by providing them with dynamic tools, guiding prompts, and contextual resources, leading to more intelligent and helpful interactions. It showcases innovative AI agent capabilities by enabling interactive parameter collection and automating complex workflows. The server employs a unique hybrid approach, integrating both official Model Context Protocol (MCP) elicitation for rich, structured data collection, and intelligent parameter guidance patterns for universal compatibility and enhanced user experience. This comprehensive implementation allows tools to seamlessly gather missing information during execution, adapt to client capabilities, and offer progressive enhancements from error messages to interactive forms.