dev.anatome/anatome: tool descriptions scored

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://anatome.dev/mcp
Homepage: anatome.dev
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how dev.anatome/anatome'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/dev.anatome/anatome

Average score: 38.8 / 100Rain
Tools: 36
Near-identical descriptions: 2

Across the server

Minor
36 tools. Above 25, models start to tell tools apart less well.many_tools

Tools whose descriptions are nearly the same

2 of 2 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
ai_meal_plan	ai_workout_plan	0.88	0.50
get_workouts	get_cardio_activities	0.70	0.25

Tools

get_exercise

13 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 0 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: name, id, random.param_no_description
Minor
String arguments with no constraint or example: name, id.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument random is unclear.vague_boolean
Minor
Says nothing about what it returns.no_return_info

resolve_exercise

23 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: exercise.param_no_description
Minor
String arguments with no constraint or example: exercise.loose_string_param
Minor
Says nothing about what it returns.no_return_info

ai_meal_plan

24 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: days, goal, diet_type, daily_calories, confirm, health, health.allergies, health.injuries, health.pregnancy, health.medications, health.conditions.param_no_description
Minor
Its description is nearly the same as ai_workout_plan's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use ai_workout_plan instead.confusable_pair
Minor
String arguments with no constraint or example: goal, diet_type.loose_string_param
Minor
The meaning of the boolean argument confirm is unclear.vague_boolean
Minor
The meaning of the boolean argument health.pregnancy is unclear.vague_boolean
Minor
Says nothing about what it returns.no_return_info

ai_workout_plan

24 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: days_per_week, goal, experience, confirm, health, health.allergies, health.injuries, health.pregnancy, health.medications, health.conditions.param_no_description
Minor
Its description is nearly the same as ai_meal_plan's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use ai_meal_plan instead.confusable_pair
Minor
String arguments with no constraint or example: goal, experience.loose_string_param
Minor
The meaning of the boolean argument confirm is unclear.vague_boolean
Minor
The meaning of the boolean argument health.pregnancy is unclear.vague_boolean
Minor
Says nothing about what it returns.no_return_info

log_water

24 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: idempotency_key, date, amount_ml.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, date.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

lookup_barcode

24 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: barcode.param_no_description
Minor
String arguments with no constraint or example: barcode.loose_string_param

get_cardio_activities

28 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 0 / 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
Major
Arguments without a description: limit, date_from, date_to.param_no_description
Minor
Its description is nearly the same as get_workouts's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use get_workouts instead.confusable_pair
Minor
String arguments with no constraint or example: date_from, date_to.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_meals

28 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 0 / 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
Major
Arguments without a description: date_from, date_to.param_no_description
Minor
String arguments with no constraint or example: date_from, date_to.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

get_workouts

28 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 0 / 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
Major
Arguments without a description: limit, date_from, date_to.param_no_description
Minor
Its description is nearly the same as get_cardio_activities's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use get_cardio_activities instead.confusable_pair
Minor
String arguments with no constraint or example: date_from, date_to.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_water

29 / 100Rain

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

Major
Arguments without a description: date, date_from, date_to.param_no_description
Minor
String arguments with no constraint or example: date, date_from, date_to.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

instantiate_routine

31 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 7 / 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
Major
Arguments without a description: idempotency_key, routine_id, cadence_days.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, routine_id, start_date.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: routine_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

ai_parse_meal

32 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: text, locale.param_no_description
Minor
String arguments with no constraint or example: text, locale.loose_string_param
Minor
Says nothing about what it returns.no_return_info

delete_workout

35 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: workout_id.param_no_description
Minor
String arguments with no constraint or example: workout_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: workout_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_routine

35 / 100Rain

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: slug.param_no_description
Minor
String arguments with no constraint or example: slug.loose_string_param
Minor
Says nothing about what it returns.no_return_info

log_cardio

35 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: idempotency_key, date, sport, title, duration_seconds, distance_m, avg_hr, calories, notes.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, date, sport, title, notes.loose_string_param

log_meal

35 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: idempotency_key, date, meal_type, name, calories, protein, carbs, fats.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, date, meal_type, name.loose_string_param

list_routines

36 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 7 / 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
Major
Arguments without a description: difficulty, goal, split_type, days_per_week, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

list_muscles

38 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
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

log_body_metric

38 / 100Rain

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: idempotency_key, date, metric_type, value, unit, notes.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, date, metric_type, unit, notes.loose_string_param

ai_photo_macros

39 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 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
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

delete_meal

40 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: meal_id.param_no_description
Minor
String arguments with no constraint or example: meal_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: meal_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

log_workout

40 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: idempotency_key, date, title, primary_sport, sets, sets[].exercise_name, sets[].set_number, sets[].reps, sets[].weight, sets[].duration_seconds, sets[].distance_m, sets[].rpe, sets[].rest_seconds, sets[].notes, sets[].completed.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, date, title, primary_sport, sets[].exercise_name, sets[].notes.loose_string_param
Minor
The meaning of the boolean argument sets[].completed is unclear.vague_boolean

search_foods

42 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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
Major
Arguments without a description: q, locale, page_size.param_no_description
Minor
String arguments with no constraint or example: q, locale.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

update_meal

42 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: idempotency_key, meal_id, date, meal_type, name, calories, protein, carbs, fats, fiber, sugar, saturated_fat.param_no_description
Minor
String arguments with no constraint or example: idempotency_key, meal_id, date, meal_type, name.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: meal_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_body_metrics

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 0 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: metric_type, from, to, limit.param_no_description
Minor
String arguments with no constraint or example: metric_type, from, to.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

upsert_profile

45 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 6 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Major
Arguments without a description: goal, unit_system, language, daily_calorie_goal, daily_protein_goal, daily_carbs_goal, daily_fats_goal, daily_water_goal_ml, diet_type, meals_per_day, active_sports.param_no_description
Minor
String arguments with no constraint or example: goal, language, diet_type.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

get_progress

46 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 17 / 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
Arguments without a description: metric, bucket.param_no_description
Minor
String arguments with no constraint or example: from, to, sport, goal_id, metric_a, metric_b.loose_string_param
Minor
Says nothing about what it returns.no_return_info

generate_muscle_image

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 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
Major
Arguments without a description: gender, view, layers.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

update_sets

47 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 5 / 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
Major
Arguments without a description: set_ids, weight, reps, rpe, completed, notes, delete.param_no_description
Minor
String arguments with no constraint or example: notes.loose_string_param
Minor
The meaning of the boolean argument completed is unclear.vague_boolean
Minor
The meaning of the boolean argument delete is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: set_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_profile

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

get_events

56 / 100Cloudy

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

Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

export_data

57 / 100Cloudy

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

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

get_nutrition_daily

57 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 15 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
String arguments with no constraint or example: date_from.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

my_training_context

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 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
Minor
Arguments without a description: workout_limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

get_muscle_recovery

62 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

search_exercises

62 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: q, muscle, equipment, level, limit.param_no_description
Minor
String arguments with no constraint or example: q, muscle, equipment, level.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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