Parabol MCP by usefulapi: tool descriptions scored io.usefulapi/parabol

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://parabol.usefulapi.io/mcp
Homepage: usefulapi.io/parabol/
Repository: github.com/m190/usefulapi-mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Parabol MCP by usefulapi (io.usefulapi/parabol)'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.usefulapi/parabol

Average score: 54.5 / 100Cloudy
Tools: 21
Near-identical descriptions: 3

Across the server

Tools whose descriptions are nearly the same

3 of 3 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
parabol_start_retrospective	parabol_start_checkin	0.77	0.50
parabol_start_retrospective	parabol_start_team_prompt	0.62	0.40
parabol_start_checkin	parabol_start_team_prompt	0.60	0.40

Tools

parabol_add_comment

47 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 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: discussionId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_get_organization

47 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: orgId.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: orgId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_invite_to_team

47 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 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: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_list_active_meetings

47 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: teamId.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: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_update_task

48 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 19 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: area.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

parabol_get_team

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: teamId.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: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_query

50 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Says nothing about what it returns.no_return_info

parabol_create_reflection

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
Minor
Required identifiers whose description does not say where the value comes from: meetingId, promptId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_list_teams

52 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

parabol_list_organizations

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 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

parabol_start_checkin

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Its description is nearly the same as parabol_start_retrospective's (similarity 0.77); only the names and schemas tell them apart. Say in this description when to use parabol_start_retrospective instead.confusable_pair
Minor
Its description is nearly the same as parabol_start_team_prompt's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use parabol_start_team_prompt instead.confusable_pair
Minor
String arguments with no constraint or example: name.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_start_retrospective

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Its description is nearly the same as parabol_start_checkin's (similarity 0.77); only the names and schemas tell them apart. Say in this description when to use parabol_start_checkin instead.confusable_pair
Minor
Its description is nearly the same as parabol_start_team_prompt's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use parabol_start_team_prompt instead.confusable_pair
Minor
String arguments with no constraint or example: name.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_list_team_members

55 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
String arguments with no constraint or example: teamId.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: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_get_meeting

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: meetingId.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: meetingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_start_team_prompt

57 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as parabol_start_retrospective's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use parabol_start_retrospective instead.confusable_pair
Minor
Its description is nearly the same as parabol_start_checkin's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use parabol_start_checkin 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: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_create_task

58 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 19 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
String arguments with no constraint or example: plaintextContent.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: teamId. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_get_viewer

60 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Says nothing about what it returns.no_return_info

parabol_list_tasks

60 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 15 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

parabol_list_meetings

63 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 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: teamIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

parabol_graphql

65 / 100Cloudy

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Says nothing about what it returns.no_return_info

parabol_list_organization_users

68 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
String arguments with no constraint or example: orgId.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: orgId. 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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