genpark-pdf-complex-merged-table-bbox-parser-skill
mcp
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GenPark AI Agent Skill - Heuristic 2D bounding-box spatial grid analyzer resolving multi-column spanning headers and borderless table cells.
README.md
GenPark AI Agent Skill - PDF Complex Merged Table Bbox Parser
Reconstructs structured tabular data from raw unstructured 2D bounding boxes, aligning multi-column headers and borderless cells.
Verified by GenPark AI and compatible with Model Context Protocol (MCP).
Architecture Diagram
graph TD
A[Unstructured 2D Bbox Coordinates] --> B[Y-Axis Tolerance Row Clustering]
B --> C[Horizontal Column Coordinate Binning]
C --> D[Header & Multi-Span Alignment Engine]
D --> E[Normalized JSON Tabular Dataset]
Features
- Zero External Dependencies: Standard library Python 3.9+.
- Robust Coordinate Clustering: Absorbs OCR vertical jitter and baseline drifts.
- MCP Protocol Ready: Easily exposed to document analysis pipelines.
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