Agentic-ChessMaster is an AI-powered interactive chess platform designed to enhance the gameplay experience for both human-vs-human and human-vs-AI scenarios. Built on a hybrid architecture with intelligent agents and cloud infrastructure, this project integrates reasoning engines, move tracking, and voice interactions to help players learn, analyze, and enjoy chess like never before.
In traditional online chess platforms, players often struggle to understand the reasoning behind recommended moves or to review their strategies meaningfully. Agentic-ChessMaster is inspired by the desire to provide a more agentic and explainable chess experience using advanced AI systems. The platform combines:
- Real-time strategy analysis
- Explainable move reasoning
- Voice-assisted interaction as a fun companion
- Seamless UI features for learning and feedback
- Human vs Human: Two-player mode
- Human vs CPU (Stockfish): Compete against the classic Stockfish engine with added strategy and voice analysis.
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AI Strategy Analysis Agent
Powered by Claude 3.5 (Anthropic), this agent analyzes the current FEN game state and provides strategy reasoning and suggestions for the next move. -
AI Companion Voice Agent
Uses the VAPI API to deliver spoken feedback, suggestions, and reasoning—great for immersive or educational play. -
Move Logging Feature
Logs each move and stores it in Google Cloud (Local Cache Store) for analysis and replay.
- Built using
Reactwith custom chess UI (e.g.,react-chessboard) - Pages:
- Start Page
- Play Page: Human vs Human
- Play Page: Human vs CPU (Stockfish)
Move Logs(for display and storage)AI Strategy Analysis Agent(Claude-3.5)AI Companion Voice Agent(VAPI)
- Google Cloud Local Cache Store for saving move logs
- Claude-3.5 for natural language strategy generation
- VAPI API for voice assistant responses
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🏁 Start Page
- Users select between Human vs Human or Human vs CPU modes.
- Users select between Human vs Human or Human vs CPU modes.
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♟️ Play Page
- Depending on the selected mode, the game UI is rendered.
- Depending on the selected mode, the game UI is rendered.
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🧠 AI Strategy Analysis Agent
- Fetches current game FEN and sends it to Claude-3.5.
- Returns the game situation explanation, reasoning, and next move suggestions.
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🗣️ AI Voice Companion Agent
- You can have a lively conversation about the current board situation with your AI Voice Agent.
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💾 Move Logs
- Game moves are recorded and cached via Google Cloud’s Local Cache Store.
- Game moves are recorded and cached via Google Cloud’s Local Cache Store.
- Frontend: React, TypeScript, react-chessboard
- AI Agents: Claude 3.5 (Anthropic), VAPI API
- Storage: Google Cloud Local Cache
- Chess Engine: Stockfish
Coming soon! Stay tuned for contribution guidelines and open-source collaboration.
MIT License. See LICENSE for details.