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Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ): tool descriptions scored ai.xpoz/social-insights

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://mcp.xpoz.ai/mcp
Homepage
www.xpoz.ai
Repository
github.com/xpozpublic/xpoz-mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ) (ai.xpoz/social-insights)'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/ai.xpoz/social-insights
Average score
73.4 / 100Clear
Tools
52
Near-identical descriptions
53

Across the server

  • Major
    52 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    53 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
  • 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 53 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
getInstagramUsersByKeywordsgetRedditUsersByKeywords0.860.67
getTwitterPostQuotesgetTwitterPostComments0.840.60
getTwitterUsersByKeywordsgetInstagramUsersByKeywords0.820.67
getTwitterUsersByKeywordsgetRedditUsersByKeywords0.810.67
getInstagramUsersByKeywordsgetTiktokUsersByKeywords0.810.67
getRedditUsersByKeywordsgetTiktokUsersByKeywords0.810.67
getInstagramCommentsByPostIdgetTiktokCommentsByPostId0.800.71
getTwitterUsersByKeywordsgetTiktokUsersByKeywords0.760.67
getTwitterUserConnectionsgetInstagramUserConnections0.750.60
getInstagramPostsByUsergetTiktokPostsByUser0.740.67
getInstagramPostsByKeywordsgetTiktokPostsByKeywords0.730.67
getTiktokPostsByUsergetTiktokPostsByHashtags0.720.67

Tools

getTrackedItems

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
7 / 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: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.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 _isTrial is unclear.vague_boolean

removeTrackedItems

48 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 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
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

checkAccessKeyStatus

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 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
    Arguments without a description: _requestId.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

cancelOperation

51 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: _requestId.param_no_description
  • Minor
    String arguments with no constraint or example: operationId, _requestId.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: operationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getAccountDetails

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 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
    Arguments without a description: _requestId.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

getUserAccessKey

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 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
    Arguments without a description: _requestId.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

addTrackedItems

58 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
7 / 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
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokPostsByIds

61 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

getRedditUser

62 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getRedditSubredditWithPostsByName

65 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getRedditPostWithCommentsById

66 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

searchRedditSubreddits

67 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

searchTiktokSounds

67 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTwitterPostsByAuthor

68 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getInstagramPostsByUser

69 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTiktokPostsByUser's (similarity 0.74); only the names and schemas tell them apart. Say in this description when to use getTiktokPostsByUser instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokPostsByUser

69 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramPostsByUser's (similarity 0.74); only the names and schemas tell them apart. Say in this description when to use getInstagramPostsByUser instead.confusable_pair
  • Minor
    Its description is nearly the same as getTiktokPostsByHashtags's (similarity 0.72); only the names and schemas tell them apart. Say in this description when to use getTiktokPostsByHashtags instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getRedditCommentById

72 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getRedditCommentsByKeywords

73 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokCommentsByPostId

73 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramCommentsByPostId's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use getInstagramCommentsByPostId instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getTiktokUsersByKeywords

73 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramUsersByKeywords's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use getInstagramUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getRedditUsersByKeywords's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use getRedditUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getTwitterUsersByKeywords's (similarity 0.76); only the names and schemas tell them apart. Say in this description when to use getTwitterUsersByKeywords instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

checkOperationStatus

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId.param_no_description
  • Minor
    String arguments with no constraint or example: operationId, _requestId.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: operationId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getTwitterPostInteractingUsers

74 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getRedditPostsByKeywords

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getInstagramUserConnections

76 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTwitterUserConnections's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use getTwitterUserConnections instead.confusable_pair
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTwitterUserConnections

76 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramUserConnections's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use getInstagramUserConnections instead.confusable_pair
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

countTweets

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getCreditsUsageHistory

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

getTwitterUsersByKeywords

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramUsersByKeywords's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use getInstagramUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getRedditUsersByKeywords's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use getRedditUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getTiktokUsersByKeywords's (similarity 0.76); only the names and schemas tell them apart. Say in this description when to use getTiktokUsersByKeywords instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, language, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, language, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getInstagramUsersByKeywords

78 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getRedditUsersByKeywords's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use getRedditUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getTwitterUsersByKeywords's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use getTwitterUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getTiktokUsersByKeywords's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use getTiktokUsersByKeywords instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokPostsBySound

78 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: soundId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getTwitterUsers

78 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

searchTwitterUsers

79 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Arguments without a description: name, limit, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getRedditSubredditsByKeywords

80 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getRedditUsersByKeywords

80 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramUsersByKeywords's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use getInstagramUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getTwitterUsersByKeywords's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use getTwitterUsersByKeywords instead.confusable_pair
  • Minor
    Its description is nearly the same as getTiktokUsersByKeywords's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use getTiktokUsersByKeywords instead.confusable_pair
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getInstagramPostsByIds

81 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

getTwitterPostsByIds

81 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

searchInstagramUsers

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

searchRedditUsers

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

searchTiktokUsers

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getInstagramCommentsByPostId

83 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTiktokCommentsByPostId's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use getTiktokCommentsByPostId instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getInstagramPostsByKeywords

83 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTiktokPostsByKeywords's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use getTiktokPostsByKeywords instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokPostsByHashtags

83 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTiktokPostsByUser's (similarity 0.72); only the names and schemas tell them apart. Say in this description when to use getTiktokPostsByUser instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokPostsByKeywords

83 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getInstagramPostsByKeywords's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use getInstagramPostsByKeywords instead.confusable_pair
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokUsersByHashtags

83 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTwitterPostRetweets

83 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getInstagramUser

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTiktokUser

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTwitterPostComments

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTwitterPostQuotes's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use getTwitterPostQuotes instead.confusable_pair
  • Minor
    Arguments without a description: startDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getTwitterPostQuotes

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as getTwitterPostComments's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use getTwitterPostComments instead.confusable_pair
  • Minor
    Arguments without a description: startDate, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getTwitterUser

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getTwitterPostsByKeywords

85 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: startDate, endDate, language, _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: startDate, endDate, language, _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean

getInstagramPostInteractingUsers

86 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: _requestId, _isTrial, _trialToken.param_no_description
  • Minor
    String arguments with no constraint or example: _requestId, _trialToken.loose_string_param
  • Minor
    The meaning of the boolean argument _isTrial is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: postId. 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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