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GovInbox: tool descriptions scored com.getgovinbox/govinbox

tools/list taken
(UTC)
Connected to
https://mcp.getgovinbox.com/plugin
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how GovInbox (com.getgovinbox/govinbox)'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.getgovinbox/govinbox
Average score
65.2 / 100Cloudy
Tools
45
Near-identical descriptions
6

Across the server

  • Major
    45 tools. Above 40, models choose less accurately.too_many_tools
  • Major
    45 tools repeat the same note (39 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores.repeated_note
  • Minor
    The server's instructions are 3138 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools whose descriptions are nearly the same

6 of 6 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
search_cancelled_contractssearch_cancelled_grants0.910.50
search_cancelled_contractssearch_cancelled_leases0.890.50
search_cancelled_grantssearch_cancelled_leases0.890.50
search_open_grantssearch_grants_gov0.640.50
find_teaming_partnersfind_partners0.630.67
search_mccsearch_mcc_forecast0.450.67

Tools

search_award_history

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: agency, contractor, award_key, piid, solicitation, office, keyword, date_to, sort, cursor.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_fdic

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 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
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

track_recompete

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

search_subawards

48 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: prime, piid, subaward_number, keyword, date_to, sort, cursor.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_mcc

50 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as search_mcc_forecast's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use search_mcc_forecast instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_cancelled_contracts

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as search_cancelled_grants's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use search_cancelled_grants instead.confusable_pair
  • Minor
    Its description is nearly the same as search_cancelled_leases's (similarity 0.89); only the names and schemas tell them apart. Say in this description when to use search_cancelled_leases instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_cancelled_grants

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as search_cancelled_contracts's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use search_cancelled_contracts instead.confusable_pair
  • Minor
    Its description is nearly the same as search_cancelled_leases's (similarity 0.89); only the names and schemas tell them apart. Say in this description when to use search_cancelled_leases instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_cancelled_leases

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as search_cancelled_contracts's (similarity 0.89); only the names and schemas tell them apart. Say in this description when to use search_cancelled_contracts instead.confusable_pair
  • Minor
    Its description is nearly the same as search_cancelled_grants's (similarity 0.89); only the names and schemas tell them apart. Say in this description when to use search_cancelled_grants instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_denali

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 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
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

manage_watchlist

55 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.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

search_mcc_forecast

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as search_mcc's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use search_mcc instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_nbrc_grants

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_doge_payments

56 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_federal_register

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

find_partners

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as find_teaming_partners's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use find_teaming_partners instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

analyze_market

59 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

find_likely_recompetes

59 / 100Cloudy

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

search_amtrak

59 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
17 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_dra_grants

59 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_ustda

60 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

check_risk

64 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

get_brief

64 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

search_ota_awards

64 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_open_grants

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as search_grants_gov's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use search_grants_gov instead.confusable_pair
  • Minor
    Arguments without a description: match_mode.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

signin

65 / 100Cloudy

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

get_recompete_calendar

66 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • 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

search_dibbs

66 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 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
    No `required` list, so every argument is optional.no_required

search_grants_gov

66 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as search_open_grants's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use search_open_grants instead.confusable_pair
  • Minor
    Arguments without a description: match_mode.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

get_grant_record

67 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

get_recompete_detail

67 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

find_teaming_partners

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as find_partners's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use find_partners instead.confusable_pair
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

get_protest_history

74 / 100Clear

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

No issues.

compare_notice_record_versions

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 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

get_far_clause

76 / 100Clear

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_record

76 / 100Clear

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

No issues.

explain_policy_boundary

77 / 100Clear

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

No issues.

list_awards_by_period_end

77 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: lookahead_months, limit.param_no_description

show_govinbox

77 / 100Clear

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

No issues.

list_reported_subawards

79 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit.param_no_description

search_sole_source

80 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

search_opportunities

81 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: match_mode.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

get_notice_record

87 / 100Clear

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

No issues.

research

87 / 100Clear

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

No issues.

search_open_notices

87 / 100Clear

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

No issues.

check_notice_filters

89 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 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: notice_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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