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<title>MCP NLP Analytics</title>
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<h1>MCP NLP Analytics Hackathon Delivery</h1>
<section>
<p>
This Hugging Face Space hosts the <strong>Sentiment Evolution Tracker</strong>
MCP server codebase. The project powers a conversational analytics
workflow that enriches customer support teams with local NLP, risk
forecasting, and Model Context Protocol tools.
</p>
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<h2>How to Run Locally</h2>
<ol>
<li>Clone the repository from GitHub or this Space.</li>
<li>Install dependencies with <code>pip install -r requirements.txt</code>.</li>
<li>Run <code>python init_db.py</code> followed by <code>python tools/populate_demo_data.py</code>.</li>
<li>
Launch the MCP server with <code>python src/mcp_server.py</code> and
connect from Claude Desktop using the provided
<code>config/claude_desktop_config.json</code>.
</li>
</ol>
<p>
For a full walkthrough consult
<a href="README.md">README.md</a> and the documentation set inside the
<code>docs/</code> directory.
</p>
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<h2>Key Resources</h2>
<ul>
<li><a href="README.md" target="_blank" rel="noopener noreferrer">Project README</a></li>
<li><a href="docs/QUICK_START.md" target="_blank" rel="noopener noreferrer">Quick Start Guide</a></li>
<li><a href="docs/ARCHITECTURE.md" target="_blank" rel="noopener noreferrer">Architecture Overview</a></li>
<li><a href="docs/EXECUTIVE_SUMMARY.md" target="_blank" rel="noopener noreferrer">Executive Summary</a></li>
<li><a href="https://youtu.be/h2tNu2KTPQk" target="_blank" rel="noopener noreferrer">Demo Video (YouTube)</a></li>
<li>
<a
href="https://www.linkedin.com/posts/rubenreyesparra_mcp-nlp-analytics-a-hugging-face-space-activity-7400976539959390208-SG3Q"
target="_blank"
rel="noopener noreferrer"
>LinkedIn Announcement</a
>
</li>
</ul>
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<p>
This Space is configured as <strong>Static</strong> to expose the full MCP
code submission required for the Anthropic MCP 1st Birthday Hackathon.
</p>
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