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Replo: tool descriptions scored io.github.replohq/replo

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://api.replo.app/v1/mcp
Homepage
replo.app
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Replo (io.github.replohq/replo)'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.replohq/replo
Average score
55.8 / 100Cloudy
Tools
92
Near-identical descriptions
11

Across the server

  • Major
    92 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    The server's instructions are 12677 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools whose descriptions are nearly the same

11 of 11 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
update_site_navigationedit_site_page0.710.20
create_site_pageedit_site_page0.660.50
apply_brand_kit_to_siteupdate_site_navigation0.640.14
create_site_pagedelete_site_page0.620.50
edit_site_pagedelete_site_page0.620.50
update_site_navigationupdate_site_metadata0.610.50
update_site_navigationcreate_site_page0.610.20
sightglass_get_site_pagesightglass_get_site_page_versions0.570.80
sightglass_find_anglessightglass_find_top_angles0.520.75
sightglass_get_companysightglass_get_company_activity0.450.75
sightglass_xraysightglass_get_xray0.410.67

Tools

list_tasks

21 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: projectId, cursor, limit.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_file

28 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: fileId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_product

28 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: productId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_custom_domain_status

29 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: customDomainId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: customDomainId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_product

29 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: productId, title, description, slug, status, externalCheckoutUrl.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_product

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: title, description, slug, externalCheckoutUrl, projectId.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_file_sharing

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: fileId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_files

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: projectId, parentId, kind, limit, cursor.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

read_file

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: fileId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.id_source_missing

upload_asset

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: projectId, url, assetFile, assetFile.download_url, assetFile.file_id, assetFile.mime_type, assetFile.file_name, name, altText, tags, generateEmbedding.param_no_description
  • Minor
    The meaning of the boolean argument generateEmbedding is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

abort_agent_session

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: sessionId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: sessionId. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_products

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: cursor, limit, projectId, query.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

revoke_shared_preview

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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: sharedPreviewId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

sightglass_update_board

36 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: boardId, name.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: boardId. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_assets

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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: projectId, tags, searchTerm, label, limit.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_order

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: orderId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: orderId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_file

40 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: fileId, name, parentId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_insights_reports

41 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: projectId, offset, limit.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_comment_thread

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: threadId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: threadId. Name the tool or the place that returns it, or models look it up first.id_source_missing

connect_custom_domain

44 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: siteId, domain.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: siteId. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_product_inventory

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: productId, variants, variants[].trackInventory, variants[].available, variants[].continueSellingWhenOutOfStock, variants[].optionValues.param_no_description
  • Minor
    The meaning of the boolean argument variants[].trackInventory is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument variants[].continueSellingWhenOutOfStock is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_project

45 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: projectId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

resolve_comment_thread

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: threadId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: threadId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_comment_threads

46 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: fileId, siteId, orderId, assetId.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

create_project

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: workspaceId, name.param_no_description
  • 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

get_task

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • 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

query_insights_report

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
7 / 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: projectId, scope.filters, scope.filters[].fieldKey, scope.filters[].op, scope.filters[].value, scope.breakdown, scope.dateRange.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId, reportId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_file

48 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: projectId, parentId, name, kind.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_project

49 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: projectId, name, timeZone, supportEmail, checkoutProvider.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_sites

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: projectId, cursor, limit.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: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

sightglass_follow_companies

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: companyIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_site

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info

list_projects

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: workspaceId, cursor, limit.param_no_description
  • 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

sightglass_get_ad

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 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
  • Minor
    Arguments without a description: adId.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

get_insights_report

53 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
7 / 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
  • Minor
    Arguments without a description: projectId.param_no_description

sightglass_create_board

53 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
7 / 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
  • Minor
    Arguments without a description: name.param_no_description

sightglass_delete_board

53 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: boardId.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: boardId. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_task

54 / 100Cloudy

Purpose
14 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • 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

sightglass_find_technologies

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
7 / 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
    Arguments without a description: search, sort, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

skills

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

find_orders

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: projectId, cursor, limit, customerEmail.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

sightglass_get_access

56 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

publish_site

57 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: siteId. Name the tool or the place that returns it, or models look it up first.id_source_missing

sightglass_find_site_pages

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: search, activeAdsCountGte, sort.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

update_site_metadata

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as update_site_navigation's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use update_site_navigation instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

update_site_navigation

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as edit_site_page's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use edit_site_page instead.confusable_pair
  • Minor
    Its description is nearly the same as apply_brand_kit_to_site's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use apply_brand_kit_to_site instead.confusable_pair
  • Minor
    Its description is nearly the same as update_site_metadata's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use update_site_metadata instead.confusable_pair
  • Minor
    Its description is nearly the same as create_site_page's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use create_site_page instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

verify_custom_domain

57 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: customDomainId.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: customDomainId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_shared_preview

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: projectId, siteId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId, siteId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_branding

58 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_file_sharing

59 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: fileId.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.id_source_missing

sightglass_get_xray

59 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as sightglass_xray's (similarity 0.41); only the names and schemas tell them apart. Say in this description when to use sightglass_xray instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required

get_agent_session

60 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: sessionId.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: sessionId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_comment_thread

61 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: target, anchor.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

sightglass_get_rankings

61 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: weeks, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

apply_brand_kit_to_site

62 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as update_site_navigation's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use update_site_navigation instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

create_site

62 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 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
    Arguments without a description: projectId.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_site_page

62 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as edit_site_page's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use edit_site_page instead.confusable_pair
  • Minor
    Its description is nearly the same as delete_site_page's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use delete_site_page instead.confusable_pair
  • Minor
    Its description is nearly the same as update_site_navigation's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use update_site_navigation instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

delete_site_page

62 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as create_site_page's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use create_site_page instead.confusable_pair
  • Minor
    Its description is nearly the same as edit_site_page's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use edit_site_page instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

edit_site_page

62 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as update_site_navigation's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use update_site_navigation instead.confusable_pair
  • Minor
    Its description is nearly the same as create_site_page's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use create_site_page instead.confusable_pair
  • Minor
    Its description is nearly the same as delete_site_page's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use delete_site_page instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

reply_to_comment_thread

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: threadId.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: threadId. Name the tool or the place that returns it, or models look it up first.id_source_missing

sightglass_find_top_angles

62 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as sightglass_find_angles's (similarity 0.52); only the names and schemas tell them apart. Say in this description when to use sightglass_find_angles instead.confusable_pair
  • Minor
    Arguments without a description: days, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

sightglass_get_site_page

62 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as sightglass_get_site_page_versions's (similarity 0.57); only the names and schemas tell them apart. Say in this description when to use sightglass_get_site_page_versions instead.confusable_pair
  • Minor
    Arguments without a description: sitePageId.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

update_site_tracking

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

generate_artifact

63 / 100Cloudy

Purpose
17 / 20
When to use
20 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: projectId, sources[].type, sources[].reportId, sources[].scope.filters, sources[].scope.filters[].fieldKey, sources[].scope.filters[].op, sources[].scope.filters[].value, sources[].scope.breakdown, sources[].scope.dateRange, sources[].type, sources[].query, sources[].type, sources[].fileId.param_no_description
  • Minor
    String arguments with no constraint or example: sources[].type, sources[].type, sources[].type.loose_string_param

get_plan_options

64 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • 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

sightglass_list_saved

65 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

sightglass_xray

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as sightglass_get_xray's (similarity 0.41); only the names and schemas tell them apart. Say in this description when to use sightglass_get_xray instead.confusable_pair

submit_feature_request

65 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

report_bug

67 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: errorContext.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

resolve_agent_interaction

67 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: sessionId.param_no_description

sightglass_copy_creative_to_assets

67 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
7 / 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: creativeId, projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

query_replo_analytics

68 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: projectId.param_no_description

list_workspaces

69 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

sightglass_get_company

69 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as sightglass_get_company_activity's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use sightglass_get_company_activity instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

sightglass_get_site_page_versions

69 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as sightglass_get_site_page's (similarity 0.57); only the names and schemas tell them apart. Say in this description when to use sightglass_get_site_page instead.confusable_pair
  • Minor
    Arguments without a description: sitePageId.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

connect_replo_account

71 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

get_integration_status

72 / 100Clear

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

sightglass_arena_compare

72 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

sightglass_find_offers

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

sightglass_research_company

72 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

sightglass_find_ads

74 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: status, sort.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

sightglass_find_personas

74 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

sightglass_search_companies

74 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: searchMode, activeAdsCountGte, sort.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

sightglass_show

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: resultId. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_artifact

76 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: projectId.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

start_plan_upgrade

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

create_api_key

79 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: workspaceId, name.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: workspaceId, projectIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_artifact

79 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: projectId.param_no_description

sightglass_find_angles

79 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as sightglass_find_top_angles's (similarity 0.52); only the names and schemas tell them apart. Say in this description when to use sightglass_find_top_angles instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

sightglass_find_campaigns

79 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

sightglass_get_company_activity

79 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as sightglass_get_company's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use sightglass_get_company instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

update_brand

85 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.id_source_missing

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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