MHTL Warehouse Server

An MCP server (TypeScript) that lets Claude query the local DuckDB warehouse in data/mock.duckdb — a mock motorcycle-loan warehouse with DMS (loan servicing) and LOS (loan origination) tables.

Ask Claude things like:

"Get the insights of the customer Noy Vongphachanh"

and it will look the customer up, pull their contracts, delinquency/NPL status, recent collection notes, and loan applications.

Tools exposed

Tool	What it does
list_tables	List all tables/views with row counts.
describe_table	Show columns + types for a table.
find_customer	Search customers by (partial) name or id → returns their oid.
customer_insights	The headline tool. Full profile for a customer: identity, contracts, outstanding/overdue balances, NPL flag, recent contact notes, loan applications.
query	Run an arbitrary read-only SELECT/WITH query. Auto-applies a LIMIT; blocks anything that writes.

The database is opened read-only, and the query tool rejects any non-SELECT statement and multi-statement input, so nothing can mutate the data.

Setup

npm install
npm run build      # compiles src/ -> dist/

Connect it to Claude Desktop

1. Build (npm run build).

2. Copy claude_desktop_config.json from this folder to Claude Desktop's config location (create the folder/file if it doesn't exist):

   • Windows: %APPDATA%\Claude\claude_desktop_config.json (C:\Users\fookl\AppData\Roaming\Claude\claude_desktop_config.json)
   • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

   If you already have other MCP servers configured, merge the mhtl-warehouse entry into your existing mcpServers object instead of overwriting the file.

3. Fully quit and reopen Claude Desktop.

4. In a new chat you should see the tools available (plug/tools icon). Try: "Get the insights of the customer Noy Vongphachanh."

How the data links together

• dms_customer.oid (BIGINT) ← dms_contract.customer (the numeric id).
• dms_contract.contractid ← dms_contact_note.contract / dms_contact_legal.contract.
• LOS ↔ DMS customers share their last 5 id digits 1:1 (C500123 ↔ L100123), used to attach loan applications.

Configuration

• WAREHOUSE_DB_PATH — absolute path to the DuckDB file. If unset, the server defaults to ../data/mock.duckdb relative to dist/.

Project layout

src/index.ts   MCP server + tool definitions
src/db.ts      Read-only DuckDB connection + query/normalisation helpers
dist/          Compiled output (run this)
data/          mock.duckdb + parquet warehouse