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FlexOrch MCP

@flexorch

FlexOrch MCP converts unstructured documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets via 6 async tools. Covers the full pipeline: classify → extract fields → mask PII → export JSONL or RAG chunks, with PII detection across 10+ locales (TR, DE

What is FlexOrch MCP?

FlexOrch gives AI agents a native way to process business documents end-to-end — no custom parsing code needed.

Tools (6)

ToolWhat it does
process_documentSubmit a document URL, get a job ID
poll_jobCheck processing status
get_document_infoClassification + quality score
extract_fieldsStructured field extraction
mask_piiPII detection and masking (10+ locales)
export_datasetJSONL / RAG chunks export

Installation

pip install flexorch-mcp

Configuration

{
  "mcpServers": {
    "flexorch": {
      "command": "flexorch-mcp",
      "env": { "FLEXORCH_API_KEY": "<YOUR_API_KEY>" }
    }
  }
}
Get your API key at app.flexorch.com.

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