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MAQAMI Travel: tool descriptions scored io.github.negm17111995/maqami-travel

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

Scores, issues and names only

This page shows how MAQAMI Travel (io.github.negm17111995/maqami-travel)'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.github.negm17111995/maqami-travel
Average score
65.6 / 100Cloudy
Tools
41
Near-identical descriptions
4

Across the server

  • Major
    41 tools. Above 40, models choose less accurately.too_many_tools

Tools whose descriptions are nearly the same

4 of 4 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
get_data_flights_airports_iatasget_data_flights_airlines_iatas0.700.67
get_bookings_bookingidget_flights_bookings_bookingid0.590.75
get_data_flights_airlines_iatas_iatacodeget_data_flights_airports_iatas_iatacode0.500.71
get_data_flights_airlines_iatas_iatacodeget_data_flights_airlines0.400.67

Tools

get_prebooks_prebookid

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

get_data_flights_airports_iatas

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_data_flights_airlines_iatas's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use get_data_flights_airlines_iatas instead.confusable_pair
  • Minor
    String arguments with no constraint or example: q.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_data_hotel_ask

54 / 100Cloudy

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

get_data_flights_airlines_iatas

56 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_data_flights_airports_iatas's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use get_data_flights_airports_iatas instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

post_hotels_min_rates

57 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: occupancies.param_no_description
  • Minor
    String arguments with no constraint or example: currency.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: hotelIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

post_rates_prebook

57 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: timeout.param_no_description

get_data_flights_airlines

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
    Its description is nearly the same as get_data_flights_airlines_iatas_iatacode's (similarity 0.40); only the names and schemas tell them apart. Say in this description when to use get_data_flights_airlines_iatas_iatacode instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

get_data_hotels

58 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_data_iatacodes

58 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

post_flights_bookings_bookingid_cancellations

58 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The name is long (45 characters).long_name

get_data_facilities

61 / 100Cloudy

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

No issues.

get_data_hotels_room_search

62 / 100Cloudy

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

post_hotels_rates

62 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: sort[].field, sort[].direction.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

get_data_countries

63 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_data_currencies

63 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

listBookings

64 / 100Cloudy

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

No issues.

get_data_chains

66 / 100Cloudy

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

No issues.

get_data_cities

66 / 100Cloudy

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

No issues.

get_data_flights_airlines_iatas_iatacode

66 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as get_data_flights_airports_iatas_iatacode's (similarity 0.50); only the names and schemas tell them apart. Say in this description when to use get_data_flights_airports_iatas_iatacode instead.confusable_pair
  • Minor
    Its description is nearly the same as get_data_flights_airlines's (similarity 0.40); only the names and schemas tell them apart. Say in this description when to use get_data_flights_airlines instead.confusable_pair

get_data_flights_airports_iatas_iatacode

66 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as get_data_flights_airlines_iatas_iatacode's (similarity 0.50); only the names and schemas tell them apart. Say in this description when to use get_data_flights_airlines_iatas_iatacode instead.confusable_pair

get_data_hotel

66 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: hotelId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_data_hotels_semantic_search

66 / 100Cloudy

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

No issues.

get_data_hoteltypes

66 / 100Cloudy

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

No issues.

get_data_languages

66 / 100Cloudy

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

No issues.

get_flights_bookings_bookingid

66 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_bookings_bookingid's (similarity 0.59); only the names and schemas tell them apart. Say in this description when to use get_bookings_bookingid instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getExperienceBooking

66 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

cancel_hotel_booking

69 / 100Cloudy

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

cancelExperienceBooking

69 / 100Cloudy

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

No issues.

get_data_flights_airports

69 / 100Cloudy

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

No issues.

get_data_reviews

69 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: hotelId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_flights_bookings_bookingid_cancellations

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    The name is long (44 characters).long_name
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_bookings_bookingid

71 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as get_flights_bookings_bookingid's (similarity 0.59); only the names and schemas tell them apart. Say in this description when to use get_flights_bookings_bookingid instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getHotelTaxSchema

71 / 100Clear

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

get_data_hotel_search

72 / 100Clear

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

No issues.

get_flights_bookings_bookingid_services

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

getExperienceBookingCancelPreview

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

post_flights_rates

74 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: legs[].direction, legs[].filters.flightNumbersMatch, filters.cabinClass, filters.cabinClassMatch, filters.flightNumbersMatch, filters.legDurations[].direction, sort.sortBy, sort.sortOrder.param_no_description
  • Minor
    String arguments with no constraint or example: currency.loose_string_param

put_bookings_bookingid_amend

74 / 100Clear

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

No issues.

post_bookings_bookingid_alternative_prebooks

79 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The name is long (44 characters).long_name
  • Minor
    Required identifiers whose description does not say where the value comes from: bookingId. Name the tool or the place that returns it, or models look it up first.id_source_missing

post_data_hotel_highlights

79 / 100Clear

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

No issues.

post_flights_verify

79 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

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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