Mcp Mediated Presence And Topic Based Messaging For Collaborative Ai Features

via “human-ai collaborative discourse with moderator coordination”

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Unique: Implements a three-agent collaborative protocol with explicit moderator coordination that tracks discussed vs. undiscussed information and generates targeted follow-up questions, enabling human-AI research teams to maintain conversation coherence and comprehensive coverage. The moderator agent explicitly inspects the knowledge base to identify information gaps and guide the discourse.

vs others: Enables more comprehensive and coherent human-AI collaboration than simple chatbot interfaces because the moderator agent actively tracks coverage and generates targeted follow-up questions rather than passively responding to user input.