This page shows how LeanrIQ (io.github.leanrads/leanriq)'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.leanrads/leanriq
Average score
44.8/ 100Cloudy
Tools
136
Near-identical descriptions
791
Across the server
Major
136 tools. Above 40, models choose less accurately.too_many_tools
Minor
791 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
Critical
These tools share the same description: leanriq_build_ad, leanriq_build_agent_ad.identical_description
Critical
These tools share the same description: leanriq_create_brief, leanriq_create_creative_brief.identical_description
Major
136 tools repeat the same note (67 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
12 of 791 pairs shown, highest description similarity first.
Tool
Tool
Description similarity
Name similarity
leanriq_build_ad
leanriq_build_agent_ad
1.00
0.75
leanriq_create_brief
leanriq_create_creative_brief
1.00
0.75
create_advertiser
update_advertiser
0.98
0.33
create_creative_version
restore_creative_version
0.98
0.50
create_flight
update_flight
0.98
0.33
cancel_task
retry_task
0.98
0.33
build_ad
leanriq_build_ad
0.97
0.67
build_ad
leanriq_build_agent_ad
0.97
0.50
build_dooh
leanriq_build_dooh
0.97
0.67
create_advertiser
archive_advertiser
0.96
0.33
archive_advertiser
archive_campaign
0.96
0.33
archive_advertiser
archive_creative
0.96
0.33
Tools
get_vertical_intelligence
22/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
1 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (3 words).restates_name
Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
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
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
list_advertisers
25/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
4 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_permissions
27/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.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 force is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: flightId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_advertiser
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_creative
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_flight
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_preview_link
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (3 words).restates_name
Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: previewId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_template
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: templateId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_trafficked_assets
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (3 words).restates_name
Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
list_creative_versions
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (3 words).restates_name
Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
validate_flight
28/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (2 words).restates_name
Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_media_buy_delivery
31/ 100Rain
Purpose
10 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, adcp_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 include_package_daily_breakdown is unclear.vague_boolean
Minor
The meaning of the boolean argument include_window_breakdown is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: media_buy_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_creative_intelligence
34/ 100Rain
Purpose
13 / 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
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_world_research_decision
34/ 100Rain
Purpose
13 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.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 force is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_competitor_intelligence
35/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 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
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: accountId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_creative_intelligence_run
38/ 100Rain
Purpose
17 / 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
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: advertiserId, runId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_world_opportunity
38/ 100Rain
Purpose
17 / 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
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: opportunityId. Name the tool or the place that returns it, or models look it up first.id_source_missing
leanriq_get_world_research_decision
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_event
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_events
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_insights
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_mentions
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_profile
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_proposal
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_question
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_research_summary
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_list_world_signals
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
list_world_signals
38/ 100Rain
Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: creative.headline, creative.body, creative.cta, creative.imageDescription, context, defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
qa_creative
40/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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: eventIds. Name the tool or the place that returns it, or models look it up first.id_source_missing
leanriq_get_creative_intelligence
41/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
leanriq_get_creative_intelligence_run
41/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, runId. Name the tool or the place that returns it, or models look it up first.id_source_missing
leanriq_get_world_activation_evidence
41/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: eventIds. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_brand_profile
42/ 100Cloudy
Purpose
14 / 20
When to use
0 / 20
Arguments
6 / 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
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, storage.prefix.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 options.fetchLogos is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchFonts is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchImages is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchVideos is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchScreenshots is unclear.vague_boolean
Minor
The meaning of the boolean argument options.extractColours is unclear.vague_boolean
Minor
The meaning of the boolean argument options.extractCtas is unclear.vague_boolean
Minor
The meaning of the boolean argument options.useBrowser is unclear.vague_boolean
Minor
The meaning of the boolean argument options.scrapeSocial is unclear.vague_boolean
Minor
The meaning of the boolean argument options.includeAiGeneratedImages is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, offer, channel, context.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_world_opportunity
44/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: opportunityId. Name the tool or the place that returns it, or models look it up first.id_source_missing
create_production_plan
45/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, template.elements[].currentValue.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 template.elements[].locked is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.text is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.asset is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.style is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.position is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.size is unclear.vague_boolean
leanriq_create_production_plan
45/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, template.elements[].currentValue.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 template.elements[].locked is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.text is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.asset is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.style is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.position is unclear.vague_boolean
Minor
The meaning of the boolean argument template.elements[].editable.size is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
leanriq_get_brand_profile
45/ 100Cloudy
Purpose
14 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.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 forceRefresh is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, storage.prefix.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 options.fetchLogos is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchFonts is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchImages is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchVideos is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchScreenshots is unclear.vague_boolean
Minor
The meaning of the boolean argument options.extractColours is unclear.vague_boolean
Minor
The meaning of the boolean argument options.extractCtas is unclear.vague_boolean
Minor
The meaning of the boolean argument options.useBrowser is unclear.vague_boolean
Minor
The meaning of the boolean argument options.scrapeSocial is unclear.vague_boolean
Minor
The meaning of the boolean argument options.includeAiGeneratedImages is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
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
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: accountId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument forceRefresh is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, accountId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, storage.prefix.loose_string_param
Minor
The meaning of the boolean argument options.fetchLogos is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchFonts is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchImages is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchVideos is unclear.vague_boolean
Minor
The meaning of the boolean argument options.fetchScreenshots is unclear.vague_boolean
Minor
The meaning of the boolean argument options.extractColours is unclear.vague_boolean
Minor
The meaning of the boolean argument options.extractCtas is unclear.vague_boolean
Minor
The meaning of the boolean argument options.useBrowser is unclear.vague_boolean
Minor
The meaning of the boolean argument options.scrapeSocial is unclear.vague_boolean
Minor
The meaning of the boolean argument options.includeAiGeneratedImages is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, accountId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, flightId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as cancel_task's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use cancel_task instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, flightId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as update_flight's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use update_flight instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument creativeConfigs[].enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument advertiserContext.parentCompany.verified is unclear.vague_boolean
Minor
The meaning of the boolean argument advertiserContext.brands[].verified is unclear.vague_boolean
Minor
The meaning of the boolean argument advertiserContext.competitorIdentities[].verified is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument sandbox is unclear.vague_boolean
Minor
The meaning of the boolean argument createIfMissing is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument saveToStudio is unclear.vague_boolean
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument buildAds is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
The name is long (45 characters).long_name
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, campaignId, opportunityId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, campaignId, opportunityId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as leanriq_build_ad's (similarity 0.97); only the names and schemas tell them apart. Say in this description when to use leanriq_build_ad instead.confusable_pair
Minor
Its description is nearly the same as leanriq_build_agent_ad's (similarity 0.97); only the names and schemas tell them apart. Say in this description when to use leanriq_build_agent_ad instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
Its description is nearly the same as retry_task's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use retry_task instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, opportunityId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as leanriq_build_agent_ad's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use leanriq_build_agent_ad instead.confusable_pair
Minor
Its description is nearly the same as build_ad's (similarity 0.97); only the names and schemas tell them apart. Say in this description when to use build_ad instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Its description is nearly the same as leanriq_build_ad's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use leanriq_build_ad instead.confusable_pair
Minor
Its description is nearly the same as build_ad's (similarity 0.97); only the names and schemas tell them apart. Say in this description when to use build_ad instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The name is long (41 characters).long_name
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: advertiserId, opportunityId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument forceRefresh is unclear.vague_boolean
Minor
The name is long (44 characters).long_name
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: eventId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: eventId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as create_advertiser's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use create_advertiser instead.confusable_pair
Minor
Its description is nearly the same as archive_campaign's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use archive_campaign instead.confusable_pair
Minor
Its description is nearly the same as archive_creative's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use archive_creative instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as archive_advertiser's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use archive_advertiser instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, campaignId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as archive_advertiser's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use archive_advertiser instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, outputs[].type, outputs[].type.loose_string_param
Minor
The meaning of the boolean argument sandbox is unclear.vague_boolean
Minor
The meaning of the boolean argument createAdvertiserIfMissing is unclear.vague_boolean
Minor
The meaning of the boolean argument generateTags is unclear.vague_boolean
Minor
The meaning of the boolean argument saveToStudio is unclear.vague_boolean
Minor
The meaning of the boolean argument strictBrandCompliance is unclear.vague_boolean
Its description is nearly the same as update_advertiser's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use update_advertiser instead.confusable_pair
Minor
Its description is nearly the same as archive_advertiser's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use archive_advertiser instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as restore_creative_version's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use restore_creative_version instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: flightId, creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, outputs[].type, outputs[].type.loose_string_param
Minor
The meaning of the boolean argument sandbox is unclear.vague_boolean
Minor
The meaning of the boolean argument createAdvertiserIfMissing is unclear.vague_boolean
Minor
The meaning of the boolean argument generateTags is unclear.vague_boolean
Minor
The meaning of the boolean argument saveToStudio is unclear.vague_boolean
Minor
The meaning of the boolean argument strictBrandCompliance is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Its description is nearly the same as create_creative_version's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use create_creative_version instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, creativeId, versionId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as create_advertiser's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use create_advertiser instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: accountId, campaignId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as create_flight's (similarity 0.98); only the names and schemas tell them apart. Say in this description when to use create_flight instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument creativeConfigs[].enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: flightId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as leanriq_build_dooh's (similarity 0.97); only the names and schemas tell them apart. Say in this description when to use leanriq_build_dooh instead.confusable_pair
Its description is nearly the same as build_dooh's (similarity 0.97); only the names and schemas tell them apart. Say in this description when to use build_dooh instead.confusable_pair
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument doohContext.motionAllowed is unclear.vague_boolean
Minor
The meaning of the boolean argument saveToStudio is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument skippable is unclear.vague_boolean
Minor
The meaning of the boolean argument saveToStudio is unclear.vague_boolean
Minor
The meaning of the boolean argument createCampaignIfMissing is unclear.vague_boolean
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Minor
Required identifiers whose description does not say where the value comes from: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: advertiserId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: assetId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
leanriq_recommend_workflow
60/ 100Cloudy
Purpose
17 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Arguments without a description: intent, knownIds, knownIds.advertiserId, knownIds.campaignId, knownIds.creativeId, knownIds.flightId.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
export_creative
61/ 100Cloudy
Purpose
20 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Major
Arguments without a description: format, quality, maxBytes, accountId, creativeId, versionId, flightId, defaultContentLocale, supportedContentLocales, contentLocales, contentLocale, resolvedContentLocale, sourceLocale, languageVariantGroupId, requestedOutputLocales, targetMarket, targetMarkets, marketContext, marketContext.targetMarket, marketContext.targetMarkets, marketContext.currency, marketContext.timeZone, marketLanguageProfile, seatId, seatName.param_no_description
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
Its description is nearly the same as leanriq_create_creative_brief's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use leanriq_create_creative_brief instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
Its description is nearly the same as leanriq_create_brief's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use leanriq_create_brief instead.confusable_pair
Minor
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale, accountId, advertiserId, campaignId, creativeId, templateId, assetId, flightId, taskId, idempotencyKey, outputs[].type, outputs[].type, objective, prompt.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument force is unclear.vague_boolean
Minor
The meaning of the boolean argument skipTraffickedRebuild is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: routine.defaultContentLocale, routine.contentLocale, routine.resolvedContentLocale, routine.sourceLocale, policy.defaultContentLocale, policy.contentLocale, policy.resolvedContentLocale, policy.sourceLocale, defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument routine.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument routine.sourcePolicy.trustedSourcesOnly is unclear.vague_boolean
Minor
The meaning of the boolean argument policy.enabled is unclear.vague_boolean
Minor
The meaning of the boolean argument policy.trustedSourcesOnly is unclear.vague_boolean
Minor
The meaning of the boolean argument advertiserContext.parentCompany.verified is unclear.vague_boolean
Minor
The meaning of the boolean argument advertiserContext.brands[].verified is unclear.vague_boolean
Minor
The meaning of the boolean argument advertiserContext.competitorIdentities[].verified is unclear.vague_boolean
Minor
The meaning of the boolean argument forceRefresh is unclear.vague_boolean
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: workspaceId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
The meaning of the boolean argument saveToStudio is unclear.vague_boolean
Minor
The meaning of the boolean argument dryRun is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: creativeId. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: defaultContentLocale, contentLocale, resolvedContentLocale, sourceLocale.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
leanriq_current_seat
72/ 100Clear
Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
No issues.
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.