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SMI Aware Assistant: tool descriptions scored com.smiaware.mcp/smi-aware-assistant

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

Scores, issues and names only

This page shows how SMI Aware Assistant (com.smiaware.mcp/smi-aware-assistant)'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.smiaware.mcp/smi-aware-assistant
Average score
53.9 / 100Cloudy
Tools
40
Near-identical descriptions
20

Across the server

  • Minor
    40 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    20 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
  • Minor
    The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools whose descriptions are nearly the same

12 of 20 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
smi_create_deep_reportsmi_create_export0.800.40
smi_submit_deep_reportssmi_submit_exports0.750.40
smi_list_productssmi_list_platforms0.670.50
smi_list_productssmi_list_statuses0.670.50
smi_list_productssmi_list_relationships0.670.50
smi_list_platformssmi_list_statuses0.670.50
smi_list_platformssmi_list_relationships0.670.50
smi_list_statusessmi_list_relationships0.670.50
smi_add_subject_addresssmi_add_subject_email0.670.60
smi_list_deep_reportssmi_list_exports0.620.40
smi_add_subject_aliassmi_add_subject_surname0.600.60
smi_add_subject_aliassmi_add_subject_url0.600.60

Tools

smi_submit_exports

33 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
8 / 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: ids.param_no_description
  • Minor
    Its description is nearly the same as smi_submit_deep_reports's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use smi_submit_deep_reports instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_submit_deep_reports

37 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
8 / 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: ids.param_no_description
  • Minor
    Its description is nearly the same as smi_submit_exports's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use smi_submit_exports instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_list_platforms

41 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_list_products's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_products instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_statuses's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_statuses instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_relationships's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_relationships instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required

smi_list_products

41 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_list_platforms's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_platforms instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_statuses's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_statuses instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_relationships's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_relationships instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required

smi_list_relationships

41 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_list_products's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_products instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_platforms's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_platforms instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_statuses's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_statuses instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required

smi_list_statuses

41 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_list_products's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_products instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_platforms's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_platforms instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_list_relationships's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_list_relationships instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required

smi_add_subject_alias

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_add_subject_surname's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use smi_add_subject_surname instead.confusable_pair
  • Minor
    Its description is nearly the same as smi_add_subject_url's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use smi_add_subject_url instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_email

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_add_subject_address's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_add_subject_address instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_phone

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • 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: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_url

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_add_subject_alias's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use smi_add_subject_alias instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_list_exports

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_list_deep_reports's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use smi_list_deep_reports 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

smi_list_projects

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    The description only restates the name (5 words).restates_name
  • Major
    The description is too short (5 words).too_short
  • 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

smi_get_export_releases

47 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
10 / 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
    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: exportId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_address

49 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_add_subject_email's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use smi_add_subject_email instead.confusable_pair
  • 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: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_employer

49 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • 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: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_surname

49 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as smi_add_subject_alias's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use smi_add_subject_alias instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_list_deep_reports

49 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
5 / 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
    Its description is nearly the same as smi_list_exports's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use smi_list_exports 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

smi_analyze

51 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
15 / 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: weights.noPriorOrder, weights.caseType, weights.onlinePresence, weights.dateOfLoss, weights.socialMedia, thresholds.recommend, thresholds.review.param_no_description

smi_add_subject_employee_url

52 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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

smi_add_subject_relationship_url

52 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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

smi_confirm_upload

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: deepReportId, fileName, version.param_no_description

smi_get_export

52 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

submit_contact_request

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

smi_add_subject_education

53 / 100Cloudy

Purpose
10 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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
    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: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_add_subject_employee

53 / 100Cloudy

Purpose
10 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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
    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: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

verify_access

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 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

smi_add_subject_relationship

57 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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
    Required identifiers whose description does not say where the value comes from: subjectId, relationshipId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_request_upload_url

57 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: deepReportId, fileName.param_no_description

smi_get_report_findings

60 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

smi_create_export

61 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
15 / 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 smi_create_deep_report's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use smi_create_deep_report instead.confusable_pair
  • Minor
    Arguments without a description: orders, orders[].url, orders[].completeProfile, orders[].metadata, orders[].media, orders[].requestDescription.param_no_description
  • Minor
    The meaning of the boolean argument orders[].completeProfile is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument orders[].metadata is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument orders[].media is unclear.vague_boolean

smi_get_cowork_instructions

61 / 100Cloudy

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

No issues.

smi_create_deep_report

63 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 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 smi_create_export's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use smi_create_export instead.confusable_pair
  • Minor
    Arguments without a description: orders, orders[].productId, orders[].requestDescription, orders[].subject.param_no_description

smi_get_deep_report_releases

63 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • 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: deepReportId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_get_deep_report

65 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • 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

smi_get_subject

67 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
15 / 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
    Required identifiers whose description does not say where the value comes from: deepReportId. Name the tool or the place that returns it, or models look it up first.id_source_missing

smi_update_subject

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: subjectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

onboarding_next_step

71 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

fetch

77 / 100Clear

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

No issues.

smi_check_order_complete

82 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: orderId. Name the tool or the place that returns it, or models look it up first.id_source_missing

search

90 / 100Clear

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

No issues.

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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