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Update README.md

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@@ -7,6 +7,7 @@ sdk: docker
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  pinned: true
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  tags:
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  - mcp-in-action-track-consumer
 
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  - mcp
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  - agent
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  - chess
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  ## 🏆 Hackathon Tracks
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- We are submitting this project under:
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- * **🤖 Track 2: MCP in Action** (Consumer Applications)
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- * *Why?* We demonstrate a complete, consumer-facing application where the AI Agent autonomously plans, reasons, and executes tasks using a suite of local MCP tools (Engine, DB, Python Logic).
 
 
 
 
 
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  pinned: true
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  tags:
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  - mcp-in-action-track-consumer
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+ - building-mcp-track-consumer
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  - mcp
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  - agent
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  - chess
 
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  ## 🏆 Hackathon Tracks
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+ We are submitting this project under the following tracks:
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+
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+ * **🤖 Track 2: MCP in Action (Consumer)**
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+ * *Why?* We demonstrate a complete, consumer-facing application where the AI Agent autonomously plans, reasons, and executes tasks using a suite of local MCP tools (Engine, DB, Python Logic).
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+ * **🔧 Track 1: Building MCP (Consumer)**
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+ * *Why?* We built custom tool integrations that bridge raw binary outputs (Stockfish UCI) with semantic LLM understanding, effectively creating "The Chess Toolset" for Agents.
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+ * **🧠 OpenAI Category Award**
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+ * *Why?* Extensive integration of GPT-4o-mini for reasoning and OpenAI TTS-1 for real-time voice interaction.
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