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-[Connecting with MCP Clients](#connecting-with-mcp-clients)
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-[Claude Desktop](#claude-desktop)
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-[Installing via Smithery](#installing-via-smithery)
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app.run(debug=True)
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```
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### SQLAlchemy Transaction Handling Example
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For production use, you can integrate the MCP server with Flask, Redis, and SQLAlchemy for better message handling and database transaction management:
For a more comprehensive example including logging setup and session management, check out the [example Flask application](https://github.com/fulfilio/mcp-utils/blob/main/examples/flask_app.py) in the repository.
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