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TOConline MCP by usefulapi: tool descriptions scored io.usefulapi/toconline

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://toconline.usefulapi.io/mcp
Homepage
usefulapi.io/toconline/
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 TOConline MCP by usefulapi (io.usefulapi/toconline)'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/toconline
Average score
56.8 / 100Cloudy
Tools
20
Near-identical descriptions
101

Across the server

  • Minor
    101 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total

Tools whose descriptions are nearly the same

12 of 101 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
toconline_list_customerstoconline_list_suppliers0.880.50
toconline_list_customerstoconline_list_products0.880.50
toconline_list_customerstoconline_list_services0.880.50
toconline_list_customerstoconline_list_countries0.880.50
toconline_list_customerstoconline_list_currencies0.880.50
toconline_list_supplierstoconline_list_products0.880.50
toconline_list_supplierstoconline_list_services0.880.50
toconline_list_supplierstoconline_list_countries0.880.50
toconline_list_supplierstoconline_list_currencies0.880.50
toconline_list_productstoconline_list_services0.880.50
toconline_list_productstoconline_list_countries0.880.50
toconline_list_productstoconline_list_currencies0.880.50

Tools

toconline_get_customer

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: id.param_no_description
  • 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

toconline_get_purchase_payment

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: id.param_no_description
  • 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

toconline_get_sales_document

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: id.param_no_description
  • 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

toconline_get_sales_receipt

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: id.param_no_description
  • 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

toconline_get_supplier

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: id.param_no_description
  • 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

toconline_list_sales_document_lines

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: document_id.param_no_description
  • 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: document_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

toconline_list_countries

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as toconline_list_customers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_customers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_suppliers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_suppliers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_products's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_products instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_currencies

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as toconline_list_customers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_customers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_suppliers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_suppliers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_products's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_products instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_customers

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as toconline_list_suppliers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_suppliers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_products's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_products instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_services's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_services instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_countries's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_countries instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_currencies's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_currencies instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_document_series

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_item_families

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_products

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as toconline_list_customers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_customers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_suppliers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_suppliers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_services's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_services instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_countries's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_countries instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_currencies's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_currencies instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_purchase_documents

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_purchase_payments

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_sales_documents

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_sales_receipts

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_services

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as toconline_list_customers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_customers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_suppliers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_suppliers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_products's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_products instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_suppliers

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as toconline_list_customers's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_customers instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_products's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_products instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_services's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_services instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_countries's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_countries instead.confusable_pair
  • Minor
    Its description is nearly the same as toconline_list_currencies's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use toconline_list_currencies instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_tax_descriptors

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

toconline_list_units_of_measure

67 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description

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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