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by concierge-hq • Uncategorized
A declarative framework that enables LLMs to interact with applications and navigate complex service workflows via web-exposed interfaces.
Interact with complex multi-stage workflows exposed over the web.
Perform domain-specific tasks with controlled autonomy and state management.
Efficient, dynamic access to tools and services via Agentic Interactive Protocol (AIP) or Model Context Protocol (MCP).
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.