\= 3 and ret[2]:
return pd.read_csv(StringIO(ret[2])) return None
Works with all 806+ ETABS tables:
joints_df = etabs_extract(model, "Objects and Elements - Joints") forces_df = etabs_extract(model, "Element Forces - Frames") design_df = etabs_extract(model, "Steel Frame Design Summary - AISC 360-16")
### Architecture
- **FastMCP Framework**: Modern MCP server implementation
- **Modular Design**: Clean separation in `/tools` folder structure
- **Version Control**: Excellent chronological development (v0.1 to v0.7)
- **Safety First**: User permissions and structured prompts for critical operations
- **Production Ready**: Comprehensive error handling and logging
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## =� Development Timeline
**One Week Achievement (Remarkable Progress):**
1. **Solid Foundation**: COM connection that actually works
1. **Table Breakthrough**: Access to ALL ETABS data (huge discovery)
1. **Modular Architecture**: Clean, extensible design
1. **30+ Working Tools**: Comprehensive MCP integration
1. **Safety Systems**: Permissions and structured prompts
1. **Documentation**: Comprehensive assessment and testing
**Assessment Score: 8.5/10** - Exceptional foundation built in one week
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## \ 是 **集成测试和抛光** （1-2天）
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## =文件
- **[Full Assessment Report](servers/etabs_mcp/docs/ETABS_MCP_ASSESSMENT_REPORT.md)** - Comprehensive analysis and recommendations
- **[API Documentation](servers/etabs_mcp/docs/API.md)** - Complete API reference
- **[Jupyter Testing](servers/etabs_mcp/tests/ETABS_Testing_Notebook.ipynb)** - Interactive API testing and examples
______________________________________________________________________
## > Contributing
This project follows Hugo's ADHD-friendly development approach:
- **Baby Steps**: Small, focused increments
- **Version Control**: Chronological folder naming (NNN-vX.X-description)
- **Working Code First**: Function over perfection
- **Clear Documentation**: Every decision explained
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## =� Contact
- **Author**: Hugo Velasco (Uncle\[H\])
- **Focus**: Structural engineering automation that actually works
- **Philosophy**: Simple solutions that solve real problems
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**The hardest problems are solved. Now it's time to build the features that make this truly powerful.** = ？½