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RecipeBee: tool descriptions scored io.github.praisondani/recipebee

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

Scores, issues and names only

This page shows how RecipeBee (io.github.praisondani/recipebee)'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.praisondani/recipebee
Average score
59.4 / 100Cloudy
Tools
19
Near-identical descriptions
0

Across the server

  • Minor
    The server's instructions are 3312 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

get_recipe_image

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: recipe_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_recipe_content

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id, expected_revision, content, content.schema_version, content.ingredient_sections, content.ingredient_sections[].id, content.ingredient_sections[].title, content.ingredient_sections[].items, content.ingredient_sections[].items[].name, content.ingredient_sections[].items[].quantity, content.ingredient_sections[].items[].unit, content.ingredient_sections[].items[].preparation, content.ingredient_sections[].items[].optional, content.ingredient_sections[].items[].id, content.instruction_sections, content.instruction_sections[].id, content.instruction_sections[].title, content.instruction_sections[].steps, content.instruction_sections[].steps[].id, content.instruction_sections[].steps[].instruction, content.instruction_sections[].steps[].duration_minutes, content.instruction_sections[].steps[].heat_level, content.instruction_sections[].steps[].equipment, content.instruction_sections[].steps[].tip.param_no_description
  • Minor
    The meaning of the boolean argument content.ingredient_sections[].items[].optional is unclear.vague_boolean
  • Minor
    Required identifiers whose description does not say where the value comes from: recipe_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

show_meal_plan

51 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: meal_plan_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: meal_plan_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_image_generation_batch

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: batch_id.param_no_description

get_instruction_image

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id, operation_id.param_no_description

remove_instruction_image

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id, operation_id, expected_revision.param_no_description
  • 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: recipe_id, operation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

open_recipebee_kitchen

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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

preview_meal_plan

59 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: title, description, start_date, end_date, recipes, recipes[].ref, recipes[].recipe, recipes[].recipe.title, recipes[].recipe.summary, recipes[].recipe.servings, recipes[].recipe.content.schema_version, recipes[].recipe.content.ingredient_sections, recipes[].recipe.content.ingredient_sections[].id, recipes[].recipe.content.ingredient_sections[].title, recipes[].recipe.content.ingredient_sections[].items, recipes[].recipe.content.ingredient_sections[].items[].name, recipes[].recipe.content.ingredient_sections[].items[].quantity, recipes[].recipe.content.ingredient_sections[].items[].unit, recipes[].recipe.content.ingredient_sections[].items[].preparation, recipes[].recipe.content.ingredient_sections[].items[].optional, recipes[].recipe.content.ingredient_sections[].items[].id, recipes[].recipe.content.instruction_sections, recipes[].recipe.content.instruction_sections[].id, recipes[].recipe.content.instruction_sections[].title, recipes[].recipe.content.instruction_sections[].steps, recipes[].recipe.content.instruction_sections[].steps[].id, recipes[].recipe.content.instruction_sections[].steps[].instruction, recipes[].recipe.content.instruction_sections[].steps[].duration_minutes, recipes[].recipe.content.instruction_sections[].steps[].heat_level, recipes[].recipe.content.instruction_sections[].steps[].equipment, recipes[].recipe.content.instruction_sections[].steps[].tip, recipes[].recipe.ingredients, recipes[].recipe.ingredients[].name, recipes[].recipe.ingredients[].quantity, recipes[].recipe.ingredients[].unit, recipes[].recipe.ingredients[].preparation, recipes[].recipe.ingredients[].group, recipes[].recipe.ingredients[].optional, recipes[].recipe.steps, recipes[].recipe.steps[].instruction, recipes[].recipe.steps[].timer_minutes, recipes[].recipe.steps[].duration_minutes, recipes[].recipe.steps[].temperature, recipes[].recipe.steps[].heat_level, recipes[].recipe.steps[].equipment, recipes[].recipe.steps[].tip, recipes[].recipe.notes, recipes[].recipe.tags, assignments, assignments[].date, assignments[].meal_type, assignments[].recipe_ref, assignments[].servings, assignments[].notes, assignments[].order.param_no_description
  • Minor
    The meaning of the boolean argument recipes[].recipe.content.ingredient_sections[].items[].optional is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument recipes[].recipe.ingredients[].optional is unclear.vague_boolean

preview_recipe

59 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: title, summary, servings, content.schema_version, content.ingredient_sections, content.ingredient_sections[].id, content.ingredient_sections[].title, content.ingredient_sections[].items, content.ingredient_sections[].items[].name, content.ingredient_sections[].items[].quantity, content.ingredient_sections[].items[].unit, content.ingredient_sections[].items[].preparation, content.ingredient_sections[].items[].optional, content.ingredient_sections[].items[].id, content.instruction_sections, content.instruction_sections[].id, content.instruction_sections[].title, content.instruction_sections[].steps, content.instruction_sections[].steps[].id, content.instruction_sections[].steps[].instruction, content.instruction_sections[].steps[].duration_minutes, content.instruction_sections[].steps[].heat_level, content.instruction_sections[].steps[].equipment, content.instruction_sections[].steps[].tip, ingredients, ingredients[].name, ingredients[].quantity, ingredients[].unit, ingredients[].preparation, ingredients[].group, ingredients[].optional, steps, steps[].instruction, steps[].timer_minutes, steps[].duration_minutes, steps[].temperature, steps[].heat_level, steps[].equipment, steps[].tip, notes, tags.param_no_description
  • Minor
    The meaning of the boolean argument content.ingredient_sections[].items[].optional is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument ingredients[].optional is unclear.vague_boolean

list_saved_meal_plans

60 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: query, cursor, per_page.param_no_description
  • 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

list_saved_recipes

60 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: query, cursor, per_page.param_no_description
  • 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

attach_instruction_image

62 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id, expected_revision, target_type, target_id, image_url, file, file.download_url, file.file_id, file.mime_type, file.file_name, caption, alt_text.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: recipe_id, target_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

save_recipe

62 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: title, summary, servings, content.schema_version, content.ingredient_sections, content.ingredient_sections[].id, content.ingredient_sections[].title, content.ingredient_sections[].items, content.ingredient_sections[].items[].name, content.ingredient_sections[].items[].quantity, content.ingredient_sections[].items[].unit, content.ingredient_sections[].items[].preparation, content.ingredient_sections[].items[].optional, content.ingredient_sections[].items[].id, content.instruction_sections, content.instruction_sections[].id, content.instruction_sections[].title, content.instruction_sections[].steps, content.instruction_sections[].steps[].id, content.instruction_sections[].steps[].instruction, content.instruction_sections[].steps[].duration_minutes, content.instruction_sections[].steps[].heat_level, content.instruction_sections[].steps[].equipment, content.instruction_sections[].steps[].tip, ingredients, ingredients[].name, ingredients[].quantity, ingredients[].unit, ingredients[].preparation, ingredients[].group, ingredients[].optional, steps, steps[].instruction, steps[].timer_minutes, steps[].duration_minutes, steps[].temperature, steps[].heat_level, steps[].equipment, steps[].tip, notes, tags.param_no_description
  • Minor
    The meaning of the boolean argument content.ingredient_sections[].items[].optional is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument ingredients[].optional is unclear.vague_boolean

prepare_meal_plan_import

64 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: title, description, start_date, end_date, recipes, recipes[].ref, recipes[].recipe, recipes[].recipe.title, recipes[].recipe.summary, recipes[].recipe.servings, recipes[].recipe.content.schema_version, recipes[].recipe.content.ingredient_sections, recipes[].recipe.content.ingredient_sections[].id, recipes[].recipe.content.ingredient_sections[].title, recipes[].recipe.content.ingredient_sections[].items, recipes[].recipe.content.ingredient_sections[].items[].name, recipes[].recipe.content.ingredient_sections[].items[].quantity, recipes[].recipe.content.ingredient_sections[].items[].unit, recipes[].recipe.content.ingredient_sections[].items[].preparation, recipes[].recipe.content.ingredient_sections[].items[].optional, recipes[].recipe.content.ingredient_sections[].items[].id, recipes[].recipe.content.instruction_sections, recipes[].recipe.content.instruction_sections[].id, recipes[].recipe.content.instruction_sections[].title, recipes[].recipe.content.instruction_sections[].steps, recipes[].recipe.content.instruction_sections[].steps[].id, recipes[].recipe.content.instruction_sections[].steps[].instruction, recipes[].recipe.content.instruction_sections[].steps[].duration_minutes, recipes[].recipe.content.instruction_sections[].steps[].heat_level, recipes[].recipe.content.instruction_sections[].steps[].equipment, recipes[].recipe.content.instruction_sections[].steps[].tip, recipes[].recipe.ingredients, recipes[].recipe.ingredients[].name, recipes[].recipe.ingredients[].quantity, recipes[].recipe.ingredients[].unit, recipes[].recipe.ingredients[].preparation, recipes[].recipe.ingredients[].group, recipes[].recipe.ingredients[].optional, recipes[].recipe.steps, recipes[].recipe.steps[].instruction, recipes[].recipe.steps[].timer_minutes, recipes[].recipe.steps[].duration_minutes, recipes[].recipe.steps[].temperature, recipes[].recipe.steps[].heat_level, recipes[].recipe.steps[].equipment, recipes[].recipe.steps[].tip, recipes[].recipe.notes, recipes[].recipe.tags, assignments, assignments[].date, assignments[].meal_type, assignments[].recipe_ref, assignments[].servings, assignments[].notes, assignments[].order.param_no_description
  • Minor
    The meaning of the boolean argument recipes[].recipe.content.ingredient_sections[].items[].optional is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument recipes[].recipe.ingredients[].optional is unclear.vague_boolean

commit_meal_plan_import

65 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: draft_id, decisions, decisions[].recipe_ref, decisions[].action, decisions[].recipe_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

save_recipe_with_image

67 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: title, summary, servings, content.schema_version, content.ingredient_sections, content.ingredient_sections[].id, content.ingredient_sections[].title, content.ingredient_sections[].items, content.ingredient_sections[].items[].name, content.ingredient_sections[].items[].quantity, content.ingredient_sections[].items[].unit, content.ingredient_sections[].items[].preparation, content.ingredient_sections[].items[].optional, content.ingredient_sections[].items[].id, content.instruction_sections, content.instruction_sections[].id, content.instruction_sections[].title, content.instruction_sections[].steps, content.instruction_sections[].steps[].id, content.instruction_sections[].steps[].instruction, content.instruction_sections[].steps[].duration_minutes, content.instruction_sections[].steps[].heat_level, content.instruction_sections[].steps[].equipment, content.instruction_sections[].steps[].tip, ingredients, ingredients[].name, ingredients[].quantity, ingredients[].unit, ingredients[].preparation, ingredients[].group, ingredients[].optional, steps, steps[].instruction, steps[].timer_minutes, steps[].duration_minutes, steps[].temperature, steps[].heat_level, steps[].equipment, steps[].tip, notes, tags, image, image.aspect, image.style, image.seed, image.custom_prompt.param_no_description
  • Minor
    The meaning of the boolean argument content.ingredient_sections[].items[].optional is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument ingredients[].optional is unclear.vague_boolean

generate_recipe_image

68 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: aspect, style, seed, custom_prompt, recipe_id, mode.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: recipe_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

attach_recipe_image

70 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id, image_url, file, file.download_url, file.file_id, file.mime_type, file.file_name, mode.param_no_description

show_recipe

73 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: recipe_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: recipe_id. 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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