MVPandey

MCP-enabled AI conversation engine with MCTS analysis, FastAPI backend, and async operations for building advanced LLM applications. Maintained by MVPandey on GitHub, where it has earned 48 stars from the community.

MCTS-inspired parallel beam search for conversation optimization. Explore multiple dialogue strategies simultaneously, stress-test against diverse user personas, score with multi-judge consensus, and discover winning conversation paths that single-shot LLMs miss. Maintained by MVPandey on GitHub, where it has earned 36 stars from the community.