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
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
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
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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