Document & FinTech Parser MCP

Resilient streaming PDF table extraction, high-res page rasterization, AcroForm flattening, and OCR bounding box dewarp repair.

Part of the WHAM ENGINE fleet of deterministic AI agent micro-services with automated Base L2 HTTP 402 (x402) USDC micropayments.

Tools Included in this Suite (4 Tools)

• pdf_table_stream_extractor_resilient: Extracts multi-page financial tables from complex PDFs with merged cells, ruled/unruled borders, and wrapped column baselines without misaligning cells.
• pdf_page_rasterizer_highres: Rasterizes complex vector PDF pages into crisp, 300 DPI antialiased WebP/PNG images optimized for multi-modal vision LLMs with zero text clipping.
• ocr_bounding_box_dewarp_repair: Performs geometric perspective dewarping for photographed and scanned paper documents, correcting camera skew, tilt, and binding curvature.
• pdf_form_xfa_acroform_flattener: Flattens interactive AcroForms and dynamic XML XFA forms into static, immutable PDF pages with 100% field content preservation for optical validation.

Recommended Workflow

A financial agent receives a scanned loan agreement -> rasterizes pages at 300 DPI -> repairs warped OCR bounding boxes -> extracts financial tables into structured JSON -> flattens any interactive signature forms.

Quickstart Configuration

Add this server to your claude_desktop_config.json:

{
  "mcpServers": {
    "document-fintech-parser-mcp": {
      "command": "npx",
      "args": ["-y", "@whambammy/document-fintech-parser-mcp"],
      "env": {
        "PAYMENT_WALLET": "0x9793E7269b3301893318dEa8338576Ba612F39B3",
        "BASE_RPC_URL": "https://mainnet.base.org"
      }
    }
  }
}

Or connect the skill directly via Smithery:

smithery skill add whambammy/document-fintech-parser-mcp