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io.github.hellosg/coderegistry: tool descriptions scored

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://integrator.app.thecoderegistry.com/api/ai/router
Repository
github.com/The-Code-Registry/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 io.github.hellosg/coderegistry'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.github.hellosg/coderegistry
Average score
50.0 / 100Cloudy
Tools
23
Near-identical descriptions
10

Across the server

  • Major
    22 tools repeat the same note (22 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 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

10 of 10 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
get-security-issuesget-code-smells0.850.20
get-security-issuesget-git-history0.780.20
get-code-smellsget-git-history0.780.20
get-security-issuesget-components0.750.25
get-code-smellsget-components0.750.25
get-git-historyget-components0.750.25
get-git-historyget-contributors0.670.25
get-security-issuesget-contributors0.620.25
get-code-smellsget-contributors0.620.25
get-contributorsget-components0.600.33

Tools

rotate_api_key

31 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
    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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

create_project

36 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 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
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • 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

delete_account

36 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 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
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

delete_project

36 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete-code-vault

36 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 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
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: vault_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_projects

36 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
3 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

list_vaults

36 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_account

40 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_project

43 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_vault

43 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: vault_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get-code-smells

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get-security-issues's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use get-security-issues instead.confusable_pair
  • Minor
    Its description is nearly the same as get-git-history's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use get-git-history instead.confusable_pair
  • Minor
    Its description is nearly the same as get-components's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get-components instead.confusable_pair
  • Minor
    Its description is nearly the same as get-contributors's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get-contributors instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get-components

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get-security-issues's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get-security-issues instead.confusable_pair
  • Minor
    Its description is nearly the same as get-code-smells's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get-code-smells instead.confusable_pair
  • Minor
    Its description is nearly the same as get-git-history's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get-git-history instead.confusable_pair
  • Minor
    Its description is nearly the same as get-contributors's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use get-contributors instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get-contributors

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get-git-history's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get-git-history instead.confusable_pair
  • Minor
    Its description is nearly the same as get-security-issues's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get-security-issues instead.confusable_pair
  • Minor
    Its description is nearly the same as get-code-smells's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get-code-smells instead.confusable_pair
  • Minor
    Its description is nearly the same as get-components's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use get-components instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get-git-history

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get-security-issues's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use get-security-issues instead.confusable_pair
  • Minor
    Its description is nearly the same as get-code-smells's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use get-code-smells instead.confusable_pair
  • Minor
    Its description is nearly the same as get-components's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get-components instead.confusable_pair
  • Minor
    Its description is nearly the same as get-contributors's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get-contributors instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get-security-issues

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get-code-smells's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use get-code-smells instead.confusable_pair
  • Minor
    Its description is nearly the same as get-git-history's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use get-git-history instead.confusable_pair
  • Minor
    Its description is nearly the same as get-components's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get-components instead.confusable_pair
  • Minor
    Its description is nearly the same as get-contributors's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get-contributors instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

reanalyze-code-vault

61 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: comment.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: vault_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get-code-iq-automated-queries

62 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get-code-vault-reports

62 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: vault_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get-the-code-score

63 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

create_account

64 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

create-code-vault

67 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: source_type, source_type, source_type.param_no_description
  • Minor
    String arguments with no constraint or example: description.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get-code-vault-summary

67 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: vault_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get-code-vault-results

72 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: vault_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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