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CliDeck MCP — Network Knowledge: tool descriptions scored com.clideck/network-knowledge

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

Scores, issues and names only

This page shows how CliDeck MCP — Network Knowledge (com.clideck/network-knowledge)'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.clideck/network-knowledge
Average score
42.7 / 100Cloudy
Tools
20
Near-identical descriptions
0

Across the server

No server-wide issues.

Tools

cancel_expert_task

29 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 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
  • Major
    Arguments without a description: task_id, access_token.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

continue_expert_task

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: task_id, access_token, message.param_no_description
  • 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: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_expert_task

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: task_id, access_token.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

report_domain_knowledge_gap

35 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
6 / 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: domain_id, question, context, reason, revision_refs.param_no_description
  • Minor
    String arguments with no constraint or example: domain_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

submit_feedback

35 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
7 / 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: revision_ref, task_id, access_token, rating, category, comment, sample_contribution, sample_contribution.consent, sample_contribution.consent_version, sample_contribution.snapshot_type, sample_contribution.sanitized_payload, sample_contribution.detected_context.param_no_description
  • Minor
    String arguments with no constraint or example: sample_contribution.consent_version.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument sample_contribution.consent is unclear.vague_boolean

resolve_network_context

37 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 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: vendor, model, operating_system, runtime_mode, shell_environment, version.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

analyze_network_path

40 / 100Cloudy

Purpose
17 / 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: snapshots, snapshots[].device_hint, snapshots[].output_type, snapshots[].content, source, destination.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

verify_network_change

42 / 100Cloudy

Purpose
14 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: verification_token, before_snapshot, after_snapshot.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

get_knowledge_provenance

43 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
8 / 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: revision_refs.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: revision_refs. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_learning_status

43 / 100Cloudy

Purpose
20 / 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: learning_id.param_no_description

analyze_device_snapshot

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
8 / 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: snapshot, snapshot_type, redaction_profile.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

describe_knowledge_domain

45 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
10 / 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: domain_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

query_domain_knowledge

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 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: domain_id, question, context, limit.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

report_knowledge_gap

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 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: question, reason, context, context.vendor, context.model, context.operating_system, context.version, context.runtime_mode, context.shell_environment, revision_refs.param_no_description

request_expert_answer

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: question, context, context.vendor, context.model, context.operating_system, context.runtime_mode, context.shell_environment, context.version, idempotency_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

advise_network_upgrade

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 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: model, operating_system, current_version, target_version, enabled_features.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

get_network_workflow

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 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: goal, context, context.vendor, context.model, context.operating_system, context.runtime_mode, context.shell_environment, context.version, limit.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

query_network_knowledge

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 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: question, context, context.vendor, context.model, context.operating_system, context.runtime_mode, context.shell_environment, context.version, limit.param_no_description

list_knowledge_domains

53 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 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

review_network_change

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: intent, context, context.vendor, context.model, context.operating_system, context.runtime_mode, context.shell_environment, context.version, commands, config_diff.param_no_description

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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