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]

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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.