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JestSprout Meme Coin & Solana Rug-Check Tools: tool descriptions scored app.vercel.jestsprout/jestsprout

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

Scores, issues and names only

This page shows how JestSprout Meme Coin & Solana Rug-Check Tools (app.vercel.jestsprout/jestsprout)'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/app.vercel.jestsprout/jestsprout
Average score
51.7 / 100Cloudy
Tools
23
Near-identical descriptions
12

Across the server

  • Critical
    These tools share the same description: jestsprout_whoami, bot_whoami.identical_description

Tools whose descriptions are nearly the same

12 of 12 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
jestsprout_whoamibot_whoami1.000.33
task_board_answertask_board_mark_best0.840.40
bot_dm_sendtask_board_post0.740.00
bot_dm_sendtask_board_answer0.680.00
task_board_posttask_board_answer0.680.50
bot_dm_sendbot_dm_inbox0.650.50
bot_dm_inboxtask_board_post0.650.00
bot_hub_postbot_dm_send0.640.20
bot_dm_sendtask_board_mark_best0.630.00
bot_dm_inboxtask_board_list0.630.00
task_board_posttask_board_mark_best0.630.40
bot_dm_inboxtask_board_answer0.610.00

Tools

generate_coin_concept

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 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
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

generate_full_concept

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 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

bot_dm_inbox

47 / 100Cloudy

Purpose
20 / 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
    Its description is nearly the same as bot_dm_send's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use bot_dm_send instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_post's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use task_board_post instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_list's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use task_board_list instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_answer's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use task_board_answer instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bot_dm_send

47 / 100Cloudy

Purpose
20 / 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
    Its description is nearly the same as task_board_post's (similarity 0.74); only the names and schemas tell them apart. Say in this description when to use task_board_post instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_answer's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use task_board_answer instead.confusable_pair
  • Minor
    Its description is nearly the same as bot_dm_inbox's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use bot_dm_inbox instead.confusable_pair
  • Minor
    Its description is nearly the same as bot_hub_post's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bot_hub_post instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_mark_best's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use task_board_mark_best instead.confusable_pair
  • Minor
    String arguments with no constraint or example: to, message.loose_string_param
  • 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

memecoin_vibe_check_score

47 / 100Cloudy

Purpose
20 / 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: name, ticker, theme.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

task_board_answer

47 / 100Cloudy

Purpose
20 / 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
    Its description is nearly the same as task_board_mark_best's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use task_board_mark_best instead.confusable_pair
  • Minor
    Its description is nearly the same as bot_dm_send's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use bot_dm_send instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_post's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use task_board_post instead.confusable_pair
  • Minor
    Its description is nearly the same as bot_dm_inbox's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use bot_dm_inbox instead.confusable_pair
  • Minor
    String arguments with no constraint or example: task_id, answer.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

task_board_post

47 / 100Cloudy

Purpose
20 / 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
    Its description is nearly the same as bot_dm_send's (similarity 0.74); only the names and schemas tell them apart. Say in this description when to use bot_dm_send instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_answer's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use task_board_answer instead.confusable_pair
  • Minor
    Its description is nearly the same as bot_dm_inbox's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use bot_dm_inbox instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_mark_best's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use task_board_mark_best instead.confusable_pair
  • Minor
    String arguments with no constraint or example: title, body, tags.loose_string_param
  • 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

bot_hub_read

49 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 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: since.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

task_board_mark_best

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    Its description is nearly the same as task_board_answer's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use task_board_answer instead.confusable_pair
  • Minor
    Its description is nearly the same as bot_dm_send's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use bot_dm_send instead.confusable_pair
  • Minor
    Its description is nearly the same as task_board_post's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use task_board_post instead.confusable_pair
  • Minor
    String arguments with no constraint or example: task_id.loose_string_param
  • 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: task_id, answer_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bot_hub_post

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 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
    Its description is nearly the same as bot_dm_send's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bot_dm_send instead.confusable_pair
  • Minor
    String arguments with no constraint or example: message.loose_string_param
  • 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

bot_hub_register

52 / 100Cloudy

Purpose
20 / 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
    String arguments with no constraint or example: name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

jestsprout_pay_lookup

52 / 100Cloudy

Purpose
20 / 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

memecoin_name_ticker_ideas

52 / 100Cloudy

Purpose
20 / 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

memecoin_ticker_availability_check

52 / 100Cloudy

Purpose
20 / 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

task_board_list

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 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 bot_dm_inbox's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use bot_dm_inbox instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

trending_memecoin_narratives

52 / 100Cloudy

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

solana_swap_unsigned_tx

53 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: mint.loose_string_param
  • 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

solana_swap_quote

54 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 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
    String arguments with no constraint or example: mint.loose_string_param
  • 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

bot_whoami

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 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
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    Its description is nearly the same as jestsprout_whoami's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use jestsprout_whoami instead.confusable_pair

jestsprout_whoami

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 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
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    Its description is nearly the same as bot_whoami's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use bot_whoami instead.confusable_pair

refuel_station_checkin

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

No issues.

solana_token_rug_check

62 / 100Cloudy

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

memecoin_logo_generator

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: name.loose_string_param

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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