Concierge Agentic Web Interfaces

Example Use Cases

• 1

  Interact with complex multi-stage workflows exposed over the web.

• 2

  Perform domain-specific tasks with controlled autonomy and state management.

• 3

  Efficient, dynamic access to tools and services via Agentic Interactive Protocol (AIP) or Model Context Protocol (MCP).

Description

Concierge allows developers to build AI/LLM-driven applications by defining workflows, stages, and tasks that agents can call to achieve domain-specific goals. It supports protocols like AIP and MCP, providing token-efficient, dynamic tool serving to reduce latency and cost. Concierge enhances existing MCP servers with widget support, debugging, and ChatGPT Apps compatibility, enabling multi-stage workflows with controlled agent autonomy.