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Instagram data for agents: tool descriptions scored sh.fetcher.instagram/mcp

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

Scores, issues and names only

This page shows how Instagram data for agents (sh.fetcher.instagram/mcp)'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/sh.fetcher.instagram/mcp
Average score
40.7 / 100Cloudy
Tools
18
Near-identical descriptions
120

Across the server

  • Minor
    120 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 120 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
instagram_user_handleinstagram_user0.930.67
instagram_user_searchinstagram_user0.930.67
instagram_userinstagram_user_followers0.930.67
instagram_userinstagram_user_followings0.930.67
instagram_userinstagram_user_posts0.930.67
instagram_userinstagram_user_reels0.930.67
instagram_userinstagram_user_stories0.930.67
instagram_user_postsinstagram_user_posts_tagged0.930.75
instagram_audio_postsinstagram_hashtag_posts0.870.50
instagram_audio_postsinstagram_location_posts0.870.50
instagram_audio_postsinstagram_user_posts0.870.50
instagram_hashtag_postsinstagram_hashtag_reels0.870.50

Tools

instagram_user_search

37 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • Minor
    String arguments with no constraint or example: query, cursor.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

instagram_location_posts

38 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
21 / 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
    Its description is nearly the same as instagram_audio_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_audio_posts instead.confusable_pair
  • Minor
    String arguments with no constraint or example: tab, cursor, page.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_audio_posts

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_hashtag_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_hashtag_posts instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_location_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_location_posts instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_user_posts instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_hashtag_posts

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_audio_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_audio_posts instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_hashtag_reels's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_hashtag_reels instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor, page.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

instagram_post_comments

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_user_followers

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_user_followings

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_user_posts

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_posts_tagged's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_posts_tagged instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_audio_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_audio_posts instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_user_posts_tagged

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_user_posts's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_posts instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_user_reels

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
22 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • Minor
    String arguments with no constraint or example: cursor.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

instagram_hashtag_reels

42 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as instagram_hashtag_posts's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use instagram_hashtag_posts instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

instagram_post_code

42 / 100Cloudy

Purpose
14 / 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

instagram_user

42 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as instagram_user_handle's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_handle instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_search's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_search instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_followers's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_followers instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_followings's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_followings instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_posts's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_posts instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_reels's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_reels instead.confusable_pair
  • Minor
    Its description is nearly the same as instagram_user_stories's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user_stories instead.confusable_pair
  • 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

instagram_user_handle

42 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

instagram_user_stories

42 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as instagram_user's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use instagram_user instead.confusable_pair
  • 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

instagram_userid

42 / 100Cloudy

Purpose
14 / 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

topup_credits

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

check_balance

48 / 100Cloudy

Purpose
20 / 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

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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