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harvestpulse

Locate farmers markets, CSAs, and on-farm markets; access seasonal produce calendars; decode food labels; and find certified organic farms using USDA and ERS data.

Instructions

HarvestPulse: Global farm-to-table and agricultural intelligence API. USDA + ERS data synthesis. Local food finder (farmers markets, CSAs, on-farm markets), seasonal produce calendars, organic certification lookup,

Coverage: Global

Endpoints: • find ($0.10): Local Farm & Market Finder • season ($0.10): Seasonal Produce Calendar • labels ($0.10): Food Label Decoder • organic ($0.10): Certified Organic Farm Finder • dirty-dozen ($0.10): Dirty Dozen & Clean Fifteen • food-hub ($0.10): Regional Food Hub Finder • regenerative ($0.10): Regenerative Agriculture Guide • designations ($0.10): Global Food Designations • agritourism ($0.10): Agritourism & U-Pick Finder • csa ($0.10): CSA Evaluation Guide • cost ($0.10): Local vs. Conventional Cost Analysis • roadmap ($0.10): Farm-to-Table Lifestyle Roadmap

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionYesWhich endpoint to call. Options: find | season | labels | organic | dirty-dozen | food-hub | regenerative | designations | agritourism | csa | cost | roadmap
langNoResponse language code (en | es | fr | de | zh | hi | ar | pt | ja | ko | etc.)
zipNoUS ZIP code
radiusNoSearch radius in miles
stateNo2-letter US state code (e.g. CA, TX, NY)
countryNoCountry (for international calendar)
monthNoMonth (1-12). Defaults to current month.
labelNoLabel to decode (e.g. free-range, natural, pasture-raised, grass-fed, non-GMO)
cityNoCity name (optional filter)
queryNoSearch terms (e.g. beef, dairy, grain)
productNoProduct name (e.g. parmigiano-reggiano, champagne, prosciutto-di-parma, roquefort)
locationNoCity/state or region
household_sizeNoNumber of people in household
itemsNoProduce items to compare (space or comma separated)
weekly_budgetNoWeekly food budget in USD
goalsNoSpecific goals (e.g. reduce pesticides, support local farms, eat seasonally)
Behavior2/5

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

No annotations provided, so description carries full burden. It mentions per-call cost ($0.10) but omits other behavioral traits like authentication, rate limits, data freshness, error handling, or whether operations are read-only. Significant gaps for a data-fetching tool.

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?

Description is front-loaded with purpose and structured with a bullet list of endpoints. However, it duplicates the endpoint list from the schema's action enum, making it somewhat longer than necessary. It earns its place but could be trimmed.

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

Completeness3/5

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

Given the complexity (16 params, 12 endpoints) and no output schema, the description provides a good overview and endpoint purposes. However, it does not explain return values, provide examples, or cover edge cases. Moderately complete but insufficient for fully autonomous invocation without additional context.

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

Parameters4/5

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

Schema description coverage is 100% with concise parameter descriptions. The tool description adds value by detailing each endpoint's purpose, which helps clarify the 'action' parameter. Other parameters (zip, month, label) have adequate descriptions, but the extra endpoint context elevates semantics above baseline.

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

Purpose5/5

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

Description clearly identifies the tool as a farm-to-table and agricultural intelligence API, listing specific capabilities (local food finder, seasonal produce calendars, organic certification lookup). It distinguishes from siblings by focusing on agriculture, while siblings are for other domains like crypto or climate.

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

Usage Guidelines3/5

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

Description lists endpoints and their purposes, which implicitly guides usage for agricultural queries. However, it lacks explicit when-to-use or when-not-to-use guidance compared to alternatives. No direct mention of scenarios where other tools would be more appropriate.

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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