Deterministic Finance & CAD

Deterministic Finance & CAD MCP

An MCP server that gives Claude, Cursor and other AI assistants exact, rule-based tools for:

• Bank statements: parse MT940/MT942, camt.052/053/054, BAI2 and CODA, check that opening balance + transactions = closing balance, convert to CSV, hledger, beancount, camt.053 or DATEV.
• SEPA payment files: generate and validate pain.001 / pain.008 XML (XSD, IBAN/BIC checksums, control sums, EPC and German DK rules), read pain.002 status reports.
• NACHA ACH files: generate, validate and parse ACH files, explain return (R) and notification-of-change (C) codes.
• DXF laser-cut quotes: measure cut length, pierces, part area and drawing problems, then price a part from your own rates.

This repository is only a thin client. The work is done by hosted APIs on RapidAPI; the server forwards your request and returns the API's answer.

Why deterministic tools?

Language models are good at reading a request and bad at exact arithmetic and strict formats. Ask a model to sum 400 transactions, check an IBAN checksum or measure the cut length of a DXF and it will produce a plausible number that may be wrong. These tools compute the answer with fixed rules: the same input always gives the same output, and errors are reported, not guessed around. The assistant decides what to do; the tool does the counting.

Tools

Tool	What it does
reconcile_statement	Parse and reconcile a bank statement; optional CSV / hledger / beancount / camt.053 / DATEV output
analyze_dxf	Cut length, pierces, bounding box, area, open contours of a DXF
quote_dxf	Itemised cutting quote from material, cut, pierce and setup rates
generate_sepa	Build and validate a pain.001 / pain.008 file from JSON or CSV
validate_sepa	Validate a pain.001 / pain.008 file
read_sepa_status	Explain a pain.002 status report
structure_address	Split a free-text address into ISO 20022 structured fields (or a hybrid address); uncertain splits are flagged, not guessed
fix_sepa_addresses	Fix the payer and payee addresses of a pain.001 / pain.008 file, with a change report
generate_ach	Build and validate a NACHA ACH file
validate_ach	Validate a NACHA ACH file
parse_ach	ACH file to JSON or CSV rows
explain_ach_returns	Explain R and C codes in an ACH return file

File tools take source: a path to a local file, or the file content itself.

1. Get a free RapidAPI key

1. Create a free account at rapidapi.com.
2. Open the APIs you want and subscribe to the free plan:
   • Bank Statement Reconciler
   • DXF Laser Cut Quote
   • SEPA Payment File (incl. NACHA ACH)
3. Copy your key (X-RapidAPI-Key) from any endpoint page. One key works for all three.

The free plans have a monthly quota. When it runs out the tools return a clear "quota reached" message instead of failing silently.

2. Install

Needs Python 3.10+. With uv you don't need to install anything by hand; uvx runs the server straight from this repository.

uvx --from git+https://github.com/SSYkolos/deterministic-finance-cad-mcp deterministic-finance-cad-mcp

Or with pip:

pip install git+https://github.com/SSYkolos/deterministic-finance-cad-mcp

3. Configure your assistant

Claude Desktop

Edit claude_desktop_config.json (Settings → Developer → Edit Config):

{
  "mcpServers": {
    "deterministic-finance-cad": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/SSYkolos/deterministic-finance-cad-mcp", "deterministic-finance-cad-mcp"],
      "env": { "RAPIDAPI_KEY": "your-rapidapi-key" }
    }
  }
}

Restart Claude Desktop. If you installed with pip, use "command": "deterministic-finance-cad-mcp" and drop args.

Cursor

Add the same block to ~/.cursor/mcp.json (or .cursor/mcp.json in a project).

Claude Code

claude mcp add deterministic-finance-cad -e RAPIDAPI_KEY=your-rapidapi-key -- uvx --from git+https://github.com/SSYkolos/deterministic-finance-cad-mcp deterministic-finance-cad-mcp

Then ask, for example: "Reconcile ~/Downloads/statement.sta and list any balance gaps" or "Quote part.dxf in 3 mm steel: 45 EUR/m², 1.10 EUR per metre cut, 0.15 per pierce, 20 pieces".

Privacy

Files you pass to a tool are sent to the API over HTTPS for processing. For how data is handled, see ssydynamics.dev.

Development

pip install -e ".[test]"
pytest

Tests mock the HTTP layer. test_smoke_real_api calls the live reconciler and runs only when RAPIDAPI_KEY is set.

n8n workflow

No MCP client? examples/n8n has an importable n8n workflow: bank statement email → balance check → Google Sheets, with an alert when a statement does not add up.

More

Docs, demos and direct (non-RapidAPI) plans: ssydynamics.dev

MIT licensed.