# Laudus MCP by usefulapi (io.usefulapi/laudus): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.usefulapi%2Flaudus/versions/latest)
- Connected to: https://laudus.usefulapi.io/mcp
- Homepage: https://usefulapi.io/laudus/
- Repository: https://github.com/m190/usefulapi-mcp
- Scoring rules: v2
- Tools: 38
- Average: 45.9 / 100 (Cloudy)
- Near-identical pairs: 39

This page shows how Laudus MCP by usefulapi (io.usefulapi/laudus)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 38 tools. Above 25, models start to tell tools apart less well.
- Minor: 39 pairs with nearly the same description in all; the top 12 are shown.

## Tools

- `laudus_get_supplier`: 21 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: supplier_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: supplier_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_list_customer_contacts`: 25 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: customer_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: customer_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_purchase_ledger`: 26 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: year, month.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_product_kardex`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: product_id, date_to, warehouse_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_sales_invoice_receipts`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sales_invoice_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: sales_invoice_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_customer_credit_limit`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: customer_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: customer_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_journal_entry`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: journal_entry_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: journal_entry_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_product`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: product_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_purchase_invoice`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: purchase_invoice_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: purchase_invoice_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_purchase_order`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: purchase_order_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: purchase_order_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_sales_invoice`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sales_invoice_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: sales_invoice_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_sales_order`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sales_order_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: sales_order_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_get_sales_quote`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sales_quote_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: sales_quote_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_list_stock`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: warehouse_id, product_category_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `laudus_sales_report`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: date_from, date_to, customer_id, salesman_id, product_id, branch_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `laudus_get_customer`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: customer_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: customer_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_profit_and_loss`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: date_from, date_to, show_accounts_with_zero_balance, show_only_accounts_with_activity, cost_center_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument show_accounts_with_zero_balance is unclear.
  - Minor: The meaning of the boolean argument show_only_accounts_with_activity is unclear.
  - Minor: Says nothing about what it returns.
- `laudus_pending_sales_orders`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: customer_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `laudus_general_ledger`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: date_from, date_to, cost_center_id, book_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `laudus_balance_sheet`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: show_accounts_with_zero_balance, show_only_accounts_with_activity, cost_center_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument show_accounts_with_zero_balance is unclear.
  - Minor: The meaning of the boolean argument show_only_accounts_with_activity is unclear.
  - Minor: Says nothing about what it returns.
- `laudus_customer_pending_invoices`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_get_product_stock`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: product_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.
- `laudus_create_customer`: 58 / 100
  - Minor: Arguments without a description: address, city, email, phone, notes.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `laudus_list_accounts`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_cost_centers`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_customers`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_journal_entries`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_product_categories`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_products`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_purchase_invoices`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_purchase_orders`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_sales_invoices`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_sales_orders`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_sales_quotes`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_sales_receipts`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_salesmen`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_suppliers`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `laudus_list_warehouses`: 64 / 100
  - Minor: Arguments without a description: order_by[].field.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.

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