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README.md

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 This is the powerhouse backend for Project Conductor, submitted for the MCP's 1st Birthday Hackathon. It demonstrates **Track 1: Building MCP**.
 
-This FastAPI server exposes a robust, multi-agent workflow via a streaming API endpoint. It's a reusable engine designed to extend LLM capabilities with structured reasoning, fault-tolerant tool use, and a clear separation of concerns. It is showcased by our **[Project Conductor Client GUI](https://huggingface.co/spaces/MCP-1st-Birthday/Conductor-GUI)**. *(Please double-check this link points to your final GUI Space name)*.
+This FastAPI server exposes a robust, multi-agent workflow via a streaming API endpoint. It's a reusable engine designed to extend LLM capabilities with structured reasoning, fault-tolerant tool use, and a clear separation of concerns. It is showcased by our **[Project Conductor Client GUI](https://huggingface.co/spaces/MCP-1st-Birthday/Conductor-GUI)**.
 
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