MCP Server (Mortgage Comparison Platform)

What is MCP Mortgage Server?

MCP Mortgage Server is a FastAPI-based server designed to parse Loan Estimate (LE) and Closing Disclosure (CD) PDFs into MISMO-compliant JSON format, enriched with LLM context for AI-driven mortgage automation and compliance.

How to use MCP Mortgage Server?

To use the MCP Mortgage Server, clone the repository, set up a virtual environment, install dependencies, configure environment variables, and run the server using Uvicorn. You can also deploy it using Docker.

Key features of MCP Mortgage Server?

• Parses Loan Estimate (LE) and Closing Disclosure (CD) PDFs into MISMO-compliant JSON.
• Built-in LLM context generation for compliance checks.
• FastAPI-based REST API with OpenAPI documentation.
• Docker support for easy deployment.
• Includes testing capabilities with pytest.

Use cases of MCP Mortgage Server?

1. Automating the parsing of mortgage documents for compliance.
2. Integrating with AI tools for enhanced decision-making in mortgage processing.
3. Streamlining the mortgage application process by converting PDFs to structured data.

FAQ from MCP Mortgage Server?

• Can MCP Mortgage Server handle all types of mortgage documents?

Yes, it is specifically designed to parse Loan Estimates and Closing Disclosures.

• Is there a demo available?

Yes, you can run the server locally and access the OpenAPI documentation for testing.

• What technologies are used in MCP Mortgage Server?

The server is built using Python with FastAPI and supports Docker for deployment.