Forecall
Failure recordsDocs
All scored servers

Exepal: tool descriptions scored com.exepal/exepal

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

Scores, issues and names only

This page shows how Exepal (com.exepal/exepal)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/com.exepal/exepal
Average score
45.3 / 100Cloudy
Tools
26
Near-identical descriptions
21

Across the server

  • Minor
    26 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    21 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total

Tools whose descriptions are nearly the same

12 of 21 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
ai_visibilityai_visibility_deep0.940.67
serp_ai_monitorserp_ai_monitor_deep0.820.75
company_enrichcompany_enrich_batch0.800.67
ad_creative_scoread_creative_score_batch0.790.75
company_enrichad_creative_score0.690.00
ad_creative_scoreemail_batch0.690.00
ai_visibility_quickai_visibility0.680.67
company_enrich_batchad_creative_score_batch0.670.17
ad_creative_score_batchread_batch0.670.20
social_instagramsocial_tiktok0.660.33
ai_visibility_quickai_visibility_deep0.650.50
company_enrichemail_batch0.650.00

Tools

read_batch

35 / 100Rain

Purpose
14 / 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: format, links, images.param_no_description
  • Minor
    Its description is nearly the same as ad_creative_score_batch's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use ad_creative_score_batch instead.confusable_pair
  • Minor
    The meaning of the boolean argument links is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument images is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

ad_creative_score_batch

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 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
    Its description is nearly the same as ad_creative_score's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use ad_creative_score instead.confusable_pair
  • Minor
    Its description is nearly the same as company_enrich_batch's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use company_enrich_batch instead.confusable_pair
  • Minor
    Its description is nearly the same as read_batch's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use read_batch instead.confusable_pair
  • Minor
    Arguments without a description: creatives.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

ad_creative_score

42 / 100Cloudy

Purpose
17 / 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
    Its description is nearly the same as ad_creative_score_batch's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use ad_creative_score_batch instead.confusable_pair
  • Minor
    Its description is nearly the same as company_enrich's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use company_enrich instead.confusable_pair
  • Minor
    Its description is nearly the same as email_batch's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use email_batch instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

email

42 / 100Cloudy

Purpose
17 / 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
    Says nothing about what it returns.no_return_info

ai_visibility

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as ai_visibility_deep's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use ai_visibility_deep instead.confusable_pair
  • Minor
    Its description is nearly the same as ai_visibility_quick's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use ai_visibility_quick instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

ai_visibility_deep

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as ai_visibility's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use ai_visibility instead.confusable_pair
  • Minor
    Its description is nearly the same as ai_visibility_quick's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use ai_visibility_quick instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

ai_visibility_quick

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as ai_visibility's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use ai_visibility instead.confusable_pair
  • Minor
    Its description is nearly the same as ai_visibility_deep's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use ai_visibility_deep instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

company_enrich

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as company_enrich_batch's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use company_enrich_batch instead.confusable_pair
  • Minor
    Its description is nearly the same as ad_creative_score's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use ad_creative_score instead.confusable_pair
  • Minor
    Its description is nearly the same as email_batch's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use email_batch instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

company_enrich_batch

44 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as company_enrich's (similarity 0.80); only the names and schemas tell them apart. Say in this description when to use company_enrich instead.confusable_pair
  • Minor
    Its description is nearly the same as ad_creative_score_batch's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use ad_creative_score_batch instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

creator_vetting

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
    String arguments with no constraint or example: handle.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

email_batch

44 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as ad_creative_score's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use ad_creative_score instead.confusable_pair
  • Minor
    Its description is nearly the same as company_enrich's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use company_enrich instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

south_asia_forex

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

south_asia_id

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

domain

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Says nothing about what it returns.no_return_info

leads

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

leads_deep

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

serp_ai_monitor

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as serp_ai_monitor_deep's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use serp_ai_monitor_deep instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

serp_ai_monitor_deep

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as serp_ai_monitor's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use serp_ai_monitor instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

social_instagram

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as social_tiktok's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use social_tiktok instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

social_tiktok

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as social_instagram's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use social_instagram instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

social_youtube

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    Says nothing about what it returns.no_return_info

south_asia_number

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

south_asia_date

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
    Says nothing about what it returns.no_return_info

south_asia_phone

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
    Says nothing about what it returns.no_return_info

read

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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

youtube_transcript

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

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.

All scored servers