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SmartAccounts MCP by usefulapi: tool descriptions scored io.usefulapi/smartaccounts

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://smartaccounts.usefulapi.io/mcp
Homepage
usefulapi.io/smartaccounts/
Repository
github.com/m190/usefulapi-mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how SmartAccounts MCP by usefulapi (io.usefulapi/smartaccounts)'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.

servers/io.usefulapi/smartaccounts
Average score
54.4 / 100Cloudy
Tools
18
Near-identical descriptions
7

Across the server

Tools whose descriptions are nearly the same

7 of 7 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
smartaccounts_list_sales_invoicessmartaccounts_list_purchase_invoices0.860.60
smartaccounts_get_client_balancesmartaccounts_get_vendor_balance0.830.60
smartaccounts_list_clientssmartaccounts_list_vendors0.790.50
smartaccounts_list_bank_accountssmartaccounts_list_cash_accounts0.740.60
smartaccounts_list_cash_accountssmartaccounts_list_payment_methods0.630.33
smartaccounts_list_accountssmartaccounts_list_bank_accounts0.410.75
smartaccounts_list_accountssmartaccounts_list_cash_accounts0.400.75

Tools

smartaccounts_list_articles

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_clients

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_vendors's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_vendors instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument fetch_addresses is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_vendors

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_clients's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_clients instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument fetch_addresses is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_payments

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_purchase_invoices

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_sales_invoices's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_sales_invoices instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_sales_invoices

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_purchase_invoices's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_purchase_invoices instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_get_client_balance

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_get_vendor_balance's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use smartaccounts_get_vendor_balance instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

smartaccounts_get_vendor_balance

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_get_client_balance's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use smartaccounts_get_client_balance instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

smartaccounts_list_accounts

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_bank_accounts's (similarity 0.41); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_bank_accounts instead.confusable_pair
  • Minor
    Its description is nearly the same as smartaccounts_list_cash_accounts's (similarity 0.40); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_cash_accounts instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_bank_accounts

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_cash_accounts's (similarity 0.74); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_cash_accounts instead.confusable_pair
  • Minor
    Its description is nearly the same as smartaccounts_list_accounts's (similarity 0.41); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_accounts instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_cash_accounts

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_bank_accounts's (similarity 0.74); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_bank_accounts instead.confusable_pair
  • Minor
    Its description is nearly the same as smartaccounts_list_payment_methods's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_payment_methods instead.confusable_pair
  • Minor
    Its description is nearly the same as smartaccounts_list_accounts's (similarity 0.40); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_accounts instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_payment_methods

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smartaccounts_list_cash_accounts's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use smartaccounts_list_cash_accounts instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_vat_rates

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

smartaccounts_list_ledger_entries

53 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required

smartaccounts_create_client

70 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: county, city, address1, address2, postal_code.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

smartaccounts_create_ledger_entry

74 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: date.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

smartaccounts_create_sales_invoice

79 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: date.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: client_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

smartaccounts_create_payment

80 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: date.loose_string_param

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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