Add README.md for Hugging Face Space

README.md

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+# mcp-toxicity
+
+🤖 A machine learning model for detecting toxicity in text.
+
+## Demo
+
+Interact with the model directly in your browser:
+
+👉 [Try it now on Hugging Face Spaces](https://huggingface.co/spaces/suv11235/mcp-toxicity)
+
+## Description
+
+This Space hosts a Gradio interface that utilizes a machine learning model to classify text for toxicity. It's designed for quick demonstrations and testing.
+
+## Requirements
+
+- Python 3.11
+- Gradio 3.0.0
+- Additional dependencies as specified in `requirements.txt`
+
+## License
+
+This project is licensed under the MIT License.
+
+## Citation
+
+If you use this Space in your research, please cite it as:
+
+@misc{mcp-toxicity,
+author = {Suvajit Majumder},
+title = {MCP Toxicity Detection},
+year = {2025},
+url = {https://huggingface.co/spaces/suv11235/mcp-toxicity}
+}