Forecall
Failure recordsDocs
All scored servers

Gondola Award Travel Search: tool descriptions scored ai.gondola/gondola

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

Scores, issues and names only

This page shows how Gondola Award Travel Search (ai.gondola/gondola)'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.gondola/gondola
Average score
72.7 / 100Clear
Tools
49
Near-identical descriptions
4

Across the server

  • Major
    49 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    The server's instructions are 3339 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools whose descriptions are nearly the same

4 of 4 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
compare_ratescompare_rates_v20.920.67
get_hotel_detailsget_hotel_details_v20.910.75
book_hotelbook_hotel_v20.760.67
get_booking_linkget_vehicle_booking_link0.390.75

Tools

delete_rate_alert

55 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
8 / 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
    Required identifiers whose description does not say where the value comes from: alert_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_rate_alert

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

credit_card_coverage

58 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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

get_vehicle_booking_coverage

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: booking_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

cancel_vehicle_booking

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: booking_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

book_hotel

63 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as book_hotel_v2's (similarity 0.76); only the names and schemas tell them apart. Say in this description when to use book_hotel_v2 instead.confusable_pair

get_vehicle_details

63 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: search_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_rate_alerts

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 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

compare_rates

65 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 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 compare_rates_v2's (similarity 0.92); only the names and schemas tell them apart. Say in this description when to use compare_rates_v2 instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

compare_rates_v2

65 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 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 compare_rates's (similarity 0.92); only the names and schemas tell them apart. Say in this description when to use compare_rates instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_flight_booking

66 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

get_flight_seats

67 / 100Cloudy

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

No issues.

get_payment_methods

67 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 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

get_suite_upgrade_credits

67 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 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

get_traveler_context

67 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 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

prepare_flight_booking

67 / 100Cloudy

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

No issues.

get_multi_night_rates

68 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

book_hotel_v2

70 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as book_hotel's (similarity 0.76); only the names and schemas tell them apart. Say in this description when to use book_hotel instead.confusable_pair

book_vehicle

70 / 100Clear

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

No issues.

get_booking_link

70 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as get_vehicle_booking_link's (similarity 0.39); only the names and schemas tell them apart. Say in this description when to use get_vehicle_booking_link instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_hotel_reviews

70 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_loyalty_accounts

70 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

search_flights

70 / 100Clear

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

No issues.

select_flight_seats

70 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

search_vehicles

71 / 100Clear

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

cancel_flight_booking

74 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: booking_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_booking

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: booking_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_favorite_hotels

75 / 100Clear

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

No issues.

get_flight_credits

75 / 100Clear

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

No issues.

get_flight_points

75 / 100Clear

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

No issues.

get_hotel_stats

75 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_travel_profiles

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

get_vehicle_booking

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: booking_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_vehicle_booking_link

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_booking_link's (similarity 0.39); only the names and schemas tell them apart. Say in this description when to use get_booking_link instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

get_hotel_details

76 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_hotel_details_v2's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use get_hotel_details_v2 instead.confusable_pair

get_suggested_searches

77 / 100Clear

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

No issues.

optimize_loyalty_portfolio

77 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

book_flight

78 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: contact.email.loose_string_param

get_promotions

78 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: category.param_no_description

get_similar_hotels

80 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

predict_price

80 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_hotel_details_v2

83 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_hotel_details's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use get_hotel_details instead.confusable_pair

get_upcoming_trips

85 / 100Clear

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

No issues.

diagnose_rates

87 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: hotel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search_events

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
15 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: limit, page, radius, radius_unit.param_no_description

get_free_night_credits

90 / 100Clear

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

No issues.

get_hotel_rates

90 / 100Clear

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

No issues.

search_hotels

90 / 100Clear

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

No issues.

get_past_trips

93 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

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