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Hiveage MCP by usefulapi: tool descriptions scored io.usefulapi/hiveage

tools/list taken
(UTC)
Connected to
https://hiveage.usefulapi.io/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how Hiveage MCP by usefulapi (io.usefulapi/hiveage)'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/hiveage
Average score
48.8 / 100Cloudy
Tools
28
Near-identical descriptions
8

Across the server

  • Minor
    28 tools. Above 25, models start to tell tools apart less well.many_tools

Tools whose descriptions are nearly the same

8 of 8 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
hiveage_list_connection_invoiceshiveage_list_connection_estimates0.730.60
hiveage_get_connectionhiveage_list_connection_estimates0.640.40
hiveage_list_connection_estimateshiveage_list_connection_recurring_invoices0.620.50
hiveage_create_invoicehiveage_create_estimate0.600.50
hiveage_send_invoicehiveage_send_invoice_reminder0.590.75
hiveage_list_connection_invoiceshiveage_list_connection_recurring_invoices0.570.80
hiveage_list_connection_recurring_invoiceshiveage_list_recurring_invoice_invoices0.350.67
hiveage_list_recurring_invoiceshiveage_list_recurring_invoice_invoices0.350.80

Tools

hiveage_list_estimates

33 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (9 words).restates_name
  • 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
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_update_contact

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: first_name, last_name, email, mobile, phone.param_no_description
  • Minor
    String arguments with no constraint or example: first_name, last_name, mobile, phone.loose_string_param
  • 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

hiveage_create_contact

41 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: first_name, last_name, email, mobile, phone.param_no_description
  • Minor
    String arguments with no constraint or example: last_name, mobile, phone.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_create_saved_item

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: name, description.param_no_description
  • Minor
    String arguments with no constraint or example: description.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_list_invoices

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
    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
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_list_recurring_invoices

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
    Its description is nearly the same as hiveage_list_recurring_invoice_invoices's (similarity 0.35); only the names and schemas tell them apart. Say in this description when to use hiveage_list_recurring_invoice_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

hiveage_create_connection

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: address, city, state_name, zip_code, country, phone, fax, website_url, primary_contact_first_name, primary_contact_last_name.param_no_description
  • Minor
    String arguments with no constraint or example: address, city, state_name, zip_code, country, phone, fax, website_url, primary_contact_first_name, primary_contact_last_name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_send_estimate

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: recipients[].name, recipients[].email, blind_copies[].name, blind_copies[].email.param_no_description
  • Minor
    String arguments with no constraint or example: recipients[].name, blind_copies[].name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_send_invoice_reminder

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_send_invoice's (similarity 0.59); only the names and schemas tell them apart. Say in this description when to use hiveage_send_invoice instead.confusable_pair
  • Minor
    Arguments without a description: recipients[].name, recipients[].email, blind_copies[].name, blind_copies[].email.param_no_description
  • Minor
    String arguments with no constraint or example: recipients[].name, blind_copies[].name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_get_recurring_invoice

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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

hiveage_create_estimate

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as hiveage_create_invoice's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use hiveage_create_invoice instead.confusable_pair
  • Minor
    Arguments without a description: summary, note, send_reminders, items[].date, expenses[].date, expenses[].description, expenses[].amount, tasks[].date, tasks[].description, trips[].date, trips[].description, trips[].distance.param_no_description
  • Minor
    String arguments with no constraint or example: summary, note, items[].description, expenses[].description, tasks[].description, trips[].description.loose_string_param
  • Minor
    The meaning of the boolean argument send_reminders is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

hiveage_list_categories

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 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
    Says nothing about what it returns.no_return_info

hiveage_send_invoice

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_send_invoice_reminder's (similarity 0.59); only the names and schemas tell them apart. Say in this description when to use hiveage_send_invoice_reminder instead.confusable_pair
  • Minor
    Arguments without a description: recipients[].name, recipients[].email, blind_copies[].name, blind_copies[].email.param_no_description
  • Minor
    String arguments with no constraint or example: recipients[].name, blind_copies[].name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_get_connection

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_list_connection_estimates's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_estimates instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_get_contact

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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
  • 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

hiveage_get_estimate

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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

hiveage_get_invoice

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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

hiveage_get_payment

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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
  • 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

hiveage_list_connection_estimates

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_list_connection_invoices's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_invoices instead.confusable_pair
  • Minor
    Its description is nearly the same as hiveage_get_connection's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use hiveage_get_connection instead.confusable_pair
  • Minor
    Its description is nearly the same as hiveage_list_connection_recurring_invoices's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_recurring_invoices instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_list_connection_invoices

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_list_connection_estimates's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_estimates instead.confusable_pair
  • Minor
    Its description is nearly the same as hiveage_list_connection_recurring_invoices's (similarity 0.57); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_recurring_invoices instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_list_connection_recurring_invoices

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_list_connection_estimates's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_estimates instead.confusable_pair
  • Minor
    Its description is nearly the same as hiveage_list_connection_invoices's (similarity 0.57); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_invoices instead.confusable_pair
  • Minor
    Its description is nearly the same as hiveage_list_recurring_invoice_invoices's (similarity 0.35); only the names and schemas tell them apart. Say in this description when to use hiveage_list_recurring_invoice_invoices instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    The name is long (42 characters).long_name

hiveage_list_connections

52 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • 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
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_list_contacts

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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

hiveage_list_payments

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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

hiveage_list_recurring_invoice_invoices

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as hiveage_list_connection_recurring_invoices's (similarity 0.35); only the names and schemas tell them apart. Say in this description when to use hiveage_list_connection_recurring_invoices instead.confusable_pair
  • Minor
    Its description is nearly the same as hiveage_list_recurring_invoices's (similarity 0.35); only the names and schemas tell them apart. Say in this description when to use hiveage_list_recurring_invoices instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_mark_payment_realized

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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
  • 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

hiveage_record_payment

54 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    String arguments with no constraint or example: details.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

hiveage_create_invoice

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as hiveage_create_estimate's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use hiveage_create_estimate instead.confusable_pair
  • Minor
    Arguments without a description: summary, note, po_number, allow_partial_payments, send_receipts_automatically, send_reminders, items[].date, expenses[].date, expenses[].description, expenses[].amount, tasks[].date, tasks[].description, trips[].date, trips[].description, trips[].distance.param_no_description
  • Minor
    String arguments with no constraint or example: summary, note, po_number, items[].description, expenses[].description, tasks[].description, trips[].description.loose_string_param
  • Minor
    The meaning of the boolean argument allow_partial_payments is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument send_receipts_automatically is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument send_reminders is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

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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