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title: Text Processor
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sdk: gradio
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app_file: app.py
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title: Text Processor MCP
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sdk: gradio
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sdk_version: 5.32.0
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python_version: "3.12"
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# Text Processor β MCP Server
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Unit 2 hands-on for the [HuggingFace Context Course](https://huggingface.co/learn/context-course/unit2/).
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A Gradio UI that doubles as an MCP server: the human-facing tabs and the
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`/gradio_api/mcp/` endpoint expose the same three tools.
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- **analyze_text** β character / word / sentence statistics
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- **extract_keywords** β top-N keywords by frequency (stopwords removed)
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- **check_reading_level** β Flesch-Kincaid-style grade + coarse label
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Source: <https://github.com/ColebyPearson/HFcontextcourse/tree/main/unit_2/text-processor-mcp>
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