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- title: Project Conductor Core MCP
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- tags: ["building-mcp-track-creative"]
 
 
 
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  # Project: Conductor (Core MCP Server)
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- This is the backend MCP server for Project Conductor, an agentic development system submitted for the MCP's 1st Birthday Hackathon.
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- This application demonstrates **Track 1: Building MCP**. It exposes a powerful, multi-agent workflow via an API endpoint, extending the capabilities of LLMs with strategic reasoning, tool use, and resilience. It is controlled by our client application, the **[Project Conductor Client GUI](https://huggingface.co/spaces/MCP-1st-Birthday/Conductor-GUI)**. *(Note: I've updated this link to point to what I assume your client app space is named. Double-check it!)*
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- ### 🛠️ Purpose & Capabilities
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- This MCP server accepts a high-level "Blueprint" and "Intent" and orchestrates a workflow between two specialized AI agents:
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- * **The Coder:** A precision-focused agent that generates code but escalates any ambiguity.
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- * **The Strategist:** A reasoning agent that resolves ambiguity, makes decisions, and can leverage external tools.
 
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- **Key Features:**
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- * **Autonomous Reasoning:** The system decides when to escalate issues and when to use tools.
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- * **Tool Integration:** Capable of using external Gradio/HTTP tools to augment its capabilities.
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- * **Fault Tolerance:** Can intelligently handle and report on tool failures without crashing the system.
 
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  ---
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  ### 🎬 Demo Video
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- The capabilities of this server are best demonstrated via our client application.
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  [LINK TO YOUR DEMO VIDEO WILL GO HERE]
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  ### 🌐 Social Media
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- [LINK TO YOUR SOCIAL MEDIA POST WILL GO HERE]
 
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+ title: 'Project Conductor: Core MCP Server'
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  license: mit
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+ tags:
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+ - building-mcp-track-creative
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+ - building-mcp-track-enterprise
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+ - building-mcp-track-consumer
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  ---
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  # Project: Conductor (Core MCP Server)
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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**.
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+ 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)*.
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+ ### Core Capabilities
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+ * **⚡ Streaming API Endpoint (`/execute_stream`):** Built for modern, interactive applications. The server uses Server-Sent Events (SSE) to provide a real-time stream of the entire agentic process, enabling dynamic and transparent user experiences.
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+ * **🛡️ Resilient Agentic Workflow:** Orchestrates a workflow between two specialized AI agents (a "Coder" and a "Strategist") to resolve complex tasks. The system is designed to intelligently handle ambiguity, escalate issues, and recover from external tool failures without crashing.
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+ * **🔧 Modular Tool Integration:** Features a well-structured `TOOL_REGISTRY` that makes it easy to add new capabilities. All tool calls are logged with unique transaction IDs for detailed auditing.
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+ * **🔒 Professional Grade Design:** Includes robust configuration management (`config.ini` & environment variables) and security-conscious error sanitization, making the server both powerful and deployable.
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+ ### 🏛️ A Universal Framework
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+ While this demo showcases a developer-focused "Coder/Strategist" workflow, the underlying Conductor engine is a universal, resilient framework for any multi-agent task. The core logic—escalating ambiguity, leveraging tools, and handling failure—is designed to be domain-agnostic. This pattern could be re-skinned for **Enterprise** (e.g., automated auditing), **Consumer** (e.g., complex trip planning), or any other **Creative** application.
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  ### 🎬 Demo Video
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+ The full power of this server is demonstrated through our client GUI. The video showcases the streaming data, tool calls, and fault tolerance in action.
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  [LINK TO YOUR DEMO VIDEO WILL GO HERE]
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  ### 🌐 Social Media
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+ [LINK TO YOUR SOCIAL MEDIA POST WILL GO HERE]