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com.commsharbor/commsharbor: tool descriptions scored

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

Scores, issues and names only

This page shows how com.commsharbor/commsharbor'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/com.commsharbor/commsharbor
Average score
54.0 / 100Cloudy
Tools
38
Near-identical descriptions
98

Across the server

  • Minor
    38 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    98 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
  • Critical
    These tools share the same description: commsharbor_email_domain_products_list, commsharbor_email_domain_products_add.identical_description

Tools whose descriptions are nearly the same

12 of 98 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
commsharbor_email_domain_products_listcommsharbor_email_domain_products_add1.000.67
commsharbor_email_mailbox_updatecommsharbor_email_alias_update0.830.60
commsharbor_email_mailbox_resumecommsharbor_email_alias_resume0.830.60
commsharbor_email_mailbox_resumecommsharbor_email_job_get0.810.33
commsharbor_email_mailbox_passwordcommsharbor_email_mailbox_resume0.790.60
commsharbor_email_mailbox_suspendcommsharbor_email_mailbox_resume0.790.60
commsharbor_email_mailbox_resumecommsharbor_email_alias_create0.790.33
commsharbor_email_mailbox_resumecommsharbor_email_alias_update0.790.33
commsharbor_email_mailbox_resumecommsharbor_email_service_request0.790.33
commsharbor_email_alias_createcommsharbor_email_alias_update0.790.60
commsharbor_email_alias_suspendcommsharbor_email_alias_resume0.780.60
commsharbor_email_alias_updatecommsharbor_email_alias_resume0.770.60

Tools

commsharbor_email_plans

38 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (6 words).restates_name
  • Major
    The description is too short (6 words).too_short
  • 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

pricing

42 / 100Cloudy

Purpose
10 / 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

commsharbor_billing_catalog

45 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (6 words).too_short
  • 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

commsharbor_organization_get

47 / 100Cloudy

Purpose
20 / 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
    String arguments with no constraint or example: organization_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

commsharbor_audit

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id, cursor.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_alias_suspend

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_alias_resume's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_resume instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_alias_update

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_mailbox_update's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_update instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_create's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_create instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_resume's (similarity 0.77); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_resume instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_domain_verify

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_mailbox_suspend

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_platform_context

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

commsharbor_email_alias_create

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
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_update's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_update instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, local_part.loose_string_param
  • 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: organization_id, domain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_alias_resume

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
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_suspend's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_suspend instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_update's (similarity 0.77); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_update instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_domain_assistance

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
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_domain_create

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
    String arguments with no constraint or example: organization_id, domain.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_domain_get

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
    String arguments with no constraint or example: organization_id, resource_id.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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_job_get

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
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_mailbox_create

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
    String arguments with no constraint or example: organization_id, local_part, name.loose_string_param
  • 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: organization_id, domain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_mailbox_password

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
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_mailbox_resume

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
    Its description is nearly the same as commsharbor_email_alias_resume's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_resume instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_job_get's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_job_get instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_mailbox_password's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_password instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_mailbox_suspend's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_suspend instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_create's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_create instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_alias_update's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_update instead.confusable_pair
  • Minor
    Its description is nearly the same as commsharbor_email_service_request's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_service_request instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_mailbox_update

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_alias_update's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_alias_update instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id, name.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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_service_request

54 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_mailbox_resume's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_mailbox_resume instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_logout

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

commsharbor_email_domain_products_add

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_domain_products_list's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_domain_products_list instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.loose_string_param
  • 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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_domain_products_list

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as commsharbor_email_domain_products_add's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use commsharbor_email_domain_products_add instead.confusable_pair
  • Minor
    String arguments with no constraint or example: organization_id, resource_id.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: organization_id, resource_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_workspace

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_brazil_email_report

57 / 100Cloudy

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

commsharbor_email_google_catalog

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_google_disconnect

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_google_resolve

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id.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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_workspace_snapshot

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: id.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

commsharbor_me

57 / 100Cloudy

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

commsharbor_health

59 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

commsharbor_context

62 / 100Cloudy

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

commsharbor_email_security_check

62 / 100Cloudy

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

get_api_x402_email_check

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

commsharbor_email_google_connect

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id.loose_string_param
  • 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: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_domain_setup

69 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: organization_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

commsharbor_email_trial_activate

70 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: organization_id.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: organization_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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