expenselm-mcp-server
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TDQS
Scored across 10 tools
Most tools are clearly separated by resource and action: expense list/by-id, subscription expenses, summary dimensions, counts, and receipts. The only real ambiguity is between download_expense_receipt_image and save_expense_receipt_image, which differ mainly in whether the image is returned as data or written to a local file.
All names consistently use snake_case with a clear verb (get, download, save) followed by the object and modifiers. Patterns like get_expense_summary_by_*_by_currency and get_*_expense_count_by_period make the toolset predictable and easy to navigate.
Ten tools is well-scoped for an expense retrieval and analytics server. Each tool covers a distinct retrieval, summary, count, or receipt operation, with no redundant or filler tools.
The server covers the apparent read-only analytics domain thoroughly: listing/searching/paginating expenses, by-id lookup, subscription expenses, monthly/category/subscription summaries, per-period counts, and receipt image retrieval/saving. The count + pagination flow is explicitly supported, so there are no dead ends.