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Vital MCP by usefulapi: tool descriptions scored io.usefulapi/vital

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://vital.usefulapi.io/mcp
Homepage
usefulapi.io/vital/
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 Vital MCP by usefulapi (io.usefulapi/vital)'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/vital
Average score
45.7 / 100Cloudy
Tools
21
Near-identical descriptions
16

Across the server

  • Minor
    16 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 16 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
vital_get_sleepvital_get_activity0.830.50
vital_get_sleepvital_get_workouts0.830.50
vital_get_sleepvital_get_body0.830.50
vital_get_sleepvital_get_meal0.830.50
vital_get_activityvital_get_workouts0.830.50
vital_get_activityvital_get_body0.830.50
vital_get_activityvital_get_meal0.830.50
vital_get_workoutsvital_get_body0.830.50
vital_get_workoutsvital_get_meal0.830.50
vital_get_bodyvital_get_meal0.830.50
vital_get_sleepvital_get_menstrual_cycle0.710.40
vital_get_activityvital_get_menstrual_cycle0.710.40

Tools

vital_list_orders

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
15 / 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
    String arguments with no constraint or example: search_input.loose_string_param
  • 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

vital_create_link_token

39 / 100Rain

Purpose
14 / 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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_resolve_user

39 / 100Rain

Purpose
14 / 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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: client_user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_lab_test

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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: lab_test_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_order

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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_user

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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_user_connected_providers

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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_user_latest_info

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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_list_lab_tests

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 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
    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

vital_get_profile

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_list_users

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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

vital_create_user

49 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
21 / 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
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: client_user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_activity

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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 vital_get_sleep's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_sleep instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_workouts's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_workouts instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_body's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_body instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_meal's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_meal instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_menstrual_cycle's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use vital_get_menstrual_cycle instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_body

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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 vital_get_sleep's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_sleep instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_activity's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_activity instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_workouts's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_workouts instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_meal's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_meal instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_meal

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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 vital_get_sleep's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_sleep instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_activity's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_activity instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_workouts's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_workouts instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_body's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_body instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_menstrual_cycle

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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 vital_get_sleep's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use vital_get_sleep instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_activity's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use vital_get_activity instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_order_results

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
  • Minor
    Required identifiers whose description does not say where the value comes from: order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_sleep

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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 vital_get_activity's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_activity instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_workouts's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_workouts instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_body's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_body instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_meal's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_meal instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_menstrual_cycle's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use vital_get_menstrual_cycle instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_get_workouts

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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 vital_get_sleep's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_sleep instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_activity's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_activity instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_body's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_body instead.confusable_pair
  • Minor
    Its description is nearly the same as vital_get_meal's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use vital_get_meal instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: user_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vital_list_providers

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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

vital_get_timeseries

53 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
21 / 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: user_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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