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Codecov MCP by usefulapi: tool descriptions scored io.usefulapi/codecov

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://codecov.usefulapi.io/mcp
Homepage
usefulapi.io/codecov/
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 Codecov MCP by usefulapi (io.usefulapi/codecov)'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/codecov
Average score
50.8 / 100Cloudy
Tools
24
Near-identical descriptions
14

Across the server

  • Minor
    14 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 14 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
codecov_get_coverage_totalscodecov_get_coverage_report0.840.60
codecov_comparecodecov_compare_impacted_files0.800.50
codecov_list_flagscodecov_list_components0.770.50
codecov_get_coverage_trendcodecov_get_flag_coverage_trend0.720.80
codecov_list_branchescodecov_list_commits0.690.50
codecov_get_repocodecov_get_repo_config0.670.75
codecov_get_branchcodecov_get_commit0.670.50
codecov_get_coverage_totalscodecov_get_report_tree0.650.33
codecov_get_coverage_reportcodecov_get_report_tree0.640.60
codecov_list_commitscodecov_list_test_results0.630.40
codecov_get_repocodecov_list_flags0.620.20
codecov_get_repo_configcodecov_list_flags0.620.17

Tools

codecov_get_coverage_report

46 / 100Cloudy

Purpose
14 / 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 codecov_get_coverage_totals's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use codecov_get_coverage_totals instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_get_report_tree's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use codecov_get_report_tree instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_coverage_totals

46 / 100Cloudy

Purpose
14 / 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 codecov_get_coverage_report's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use codecov_get_coverage_report instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_get_report_tree's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use codecov_get_report_tree instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_report_tree

46 / 100Cloudy

Purpose
14 / 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 codecov_get_coverage_totals's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use codecov_get_coverage_totals instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_get_coverage_report's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use codecov_get_coverage_report instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_file_coverage

47 / 100Cloudy

Purpose
14 / 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

codecov_get_coverage_trend

48 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as codecov_get_flag_coverage_trend's (similarity 0.72); only the names and schemas tell them apart. Say in this description when to use codecov_get_flag_coverage_trend instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_flag_coverage_trend

48 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as codecov_get_coverage_trend's (similarity 0.72); only the names and schemas tell them apart. Say in this description when to use codecov_get_coverage_trend instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_list_service_owners

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

codecov_list_components

50 / 100Cloudy

Purpose
17 / 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
    Its description is nearly the same as codecov_list_flags's (similarity 0.77); only the names and schemas tell them apart. Say in this description when to use codecov_list_flags instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_list_pulls

50 / 100Cloudy

Purpose
17 / 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

codecov_list_repos

50 / 100Cloudy

Purpose
17 / 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

codecov_list_test_results

50 / 100Cloudy

Purpose
17 / 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
    Its description is nearly the same as codecov_list_commits's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use codecov_list_commits instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_list_users

50 / 100Cloudy

Purpose
17 / 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

codecov_list_commits

51 / 100Cloudy

Purpose
17 / 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
    Its description is nearly the same as codecov_list_branches's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use codecov_list_branches instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_list_test_results's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use codecov_list_test_results instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_commit

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 codecov_get_branch's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use codecov_get_branch instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_owner

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

codecov_get_pull

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

codecov_get_repo

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 codecov_get_repo_config's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use codecov_get_repo_config instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_list_flags's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use codecov_list_flags instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_repo_config

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 codecov_get_repo's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use codecov_get_repo instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_list_flags's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use codecov_list_flags instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_list_commit_uploads

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

codecov_list_flags

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 codecov_list_components's (similarity 0.77); only the names and schemas tell them apart. Say in this description when to use codecov_list_components instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_get_repo's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use codecov_get_repo instead.confusable_pair
  • Minor
    Its description is nearly the same as codecov_get_repo_config's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use codecov_get_repo_config instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_list_branches

53 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
21 / 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 codecov_list_commits's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use codecov_list_commits instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_compare

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 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
  • Minor
    Its description is nearly the same as codecov_compare_impacted_files's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use codecov_compare_impacted_files instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_compare_impacted_files

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 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
  • Minor
    Its description is nearly the same as codecov_compare's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use codecov_compare instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

codecov_get_branch

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 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
  • Minor
    Its description is nearly the same as codecov_get_commit's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use codecov_get_commit instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

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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