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mealpulse

Plan weekly meals, generate recipes, create grocery lists, and manage dietary restrictions with AI. Optimize pantry use, batch cooking, and food budgeting.

Instructions

MealPulse: Global meal planning and culinary intelligence API. AI-synthesized meal plans, recipe generation, dietary restriction guidance, grocery optimization, pantry utilization, batch cooking, food budgeting,

Coverage: Global

Endpoints: • plan ($0.15): Weekly meal plan • recipe ($0.08): Recipe with technique tips • grocery ($0.10): Grocery list by store section • pantry ($0.10): Pantry-to-meal ideas • batch ($0.10): Batch cooking guide • dietary ($0.08): Dietary restriction guide • budget ($0.10): Budget meal strategy • substitute ($0.05): Ingredient substitutions • leftover ($0.08): Leftover transformation • kitchen ($0.08): Kitchen equipment advisor

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dishNodish
langNoResponse language code (en | es | fr | de | zh | hi | ar | pt | ja | ko | etc.)
mealsNomeals
storeNostore
actionYesWhich endpoint to call. Options: plan | recipe | grocery | pantry | batch | dietary | budget | substitute | leftover | kitchen
budgetNobudget
peopleNopeople
reasonNoreason
concernNoconcern
cuisineNocuisine
dietaryNodietary
locationNolocation
servingsNoservings
leftoversNoleftovers
experienceNoexperience
ingredientNoingredient
ingredientsNoingredients
preferencesNopreferences
cooking_styleNocooking_style
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations exist, so the description bears full responsibility. It mentions 'Coverage: Global' and per-endpoint costs, which are useful, but lacks information on authentication, rate limits, error handling, or what the response contains. The behavioral disclosure is minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is moderately structured with a bullet list of endpoints. However, it includes redundant phrasing ('MealPulse:') and can be trimmed. It is front-loaded with the main purpose but contains unnecessary repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 19 parameters and no output schema, the description is incomplete. It does not explain which parameters are relevant for each action, the expected input format, or return values. The complexity is high, but the description provides insufficient guidance.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Although schema description coverage is 100%, many parameter descriptions are tautological (e.g., 'dish': 'dish'), adding no meaning. The tool description does not explain parameter usage or how they map to endpoints. The descriptions do not compensate for the low-quality schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly identifies the tool as a meal planning and culinary intelligence API, listing endpoints like plan, recipe, grocery, etc. It distinguishes from sibling 'pulse' tools by the domain, but the description could be more explicit about the overall purpose without relying on the list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool vs alternatives. The description lists endpoints but does not indicate scenarios where mealpulse is preferred over other pulse tools, nor does it provide decision criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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