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com.googleapis.container/mcp: tool descriptions scored

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

Scores, issues and names only

This page shows how com.googleapis.container/mcp'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.googleapis.container/mcp
Average score
52.2 / 100Cloudy
Tools
23
Near-identical descriptions
5

Across the server

  • 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

5 of 5 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
list_clusterslist_operations0.830.33
get_clusterget_operation0.670.33
get_node_poolupdate_node_pool0.670.50
get_clusterget_node_pool0.620.25
create_node_poolupdate_node_pool0.620.50

Tools

cancel_operation

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_node_pool

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 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 update_node_pool's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use update_node_pool instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_operation

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
18 / 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 get_cluster's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get_cluster instead.confusable_pair

list_node_pools

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_cluster

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 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

update_node_pool

44 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 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 get_node_pool's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get_node_pool instead.confusable_pair
  • Minor
    Its description is nearly the same as create_node_pool's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use create_node_pool instead.confusable_pair

get_cluster

46 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 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 get_operation's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get_operation instead.confusable_pair
  • Minor
    Its description is nearly the same as get_node_pool's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get_node_pool instead.confusable_pair

get_k8s_cluster_info

48 / 100Cloudy

Purpose
10 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

apply_k8s_manifest

52 / 100Cloudy

Purpose
14 / 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
    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: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

describe_k8s_resource

52 / 100Cloudy

Purpose
14 / 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
    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: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_node_pool

52 / 100Cloudy

Purpose
14 / 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 update_node_pool's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use update_node_pool instead.confusable_pair
  • Minor
    Its description is nearly the same as get_cluster's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get_cluster instead.confusable_pair

list_k8s_api_resources

52 / 100Cloudy

Purpose
14 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_operations

52 / 100Cloudy

Purpose
14 / 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 list_clusters's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use list_clusters instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

patch_k8s_resource

53 / 100Cloudy

Purpose
10 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_clusters

54 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 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 list_operations's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use list_operations instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_k8s_resource

57 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
    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: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_k8s_rollout_status

57 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
    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: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_k8s_version

57 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_k8s_events

58 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
8 / 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
    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: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_k8s_logs

59 / 100Cloudy

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

check_k8s_auth

60 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
  • Minor
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_cluster

60 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
    Required identifiers whose description does not say where the value comes from: parent. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_k8s_resource

68 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 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
    Required identifiers whose description does not say where the value comes from: parent. 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.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

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