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Forthcast Inventory

Get inventory overview

get_inventory_overview
Read-onlyIdempotent

Use this when the merchant asks for a broad inventory health check, an executive summary, their urgent/excess/no-demand counts, inventory valuation, or current PO workload. Requires a connected Forthcast store; the assistant will prompt to sign in.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
valuationNo
total_skusYes
inventory_urlYes
top_prioritiesYes
urgency_countsYes
draft_purchase_ordersYes
active_purchase_ordersYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds genuinely new behavioral context: a connected Forthcast store is required and the assistant will prompt for sign-in, which the agent could not infer from structured fields. It says nothing about response shape, but an output schema exists.

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

Conciseness5/5

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

Two sentences, both load-bearing: the first lists the use cases, the second states the prerequisite. The trigger conditions are front-loaded, so an agent can decide quickly whether to call it.

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

Completeness4/5

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

With an output schema present, the return payload does not need explaining, and with zero parameters there is no input surface to document. The auth requirement is the main extra piece of context, and it is covered; only minor gaps remain around scope limits (e.g., whether counts cover the whole catalog or a date window).

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?

The tool takes zero parameters, so the baseline is 4. The description correctly implies no input is needed and instead spends its words on auth prerequisites, which is the right trade-off for a no-arg tool.

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 names a specific resource and scope: a broad inventory health check with urgent/excess/no-demand counts, valuation, and PO workload. This distinguishes it from item-level siblings like get_inventory_item or find_inventory_items, though it never names a sibling outright, so differentiation is implied rather than stated.

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

Usage Guidelines4/5

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

The opening clause gives concrete trigger conditions (merchant asks for executive summary, health check, counts, valuation, PO workload), which is strong when-to-use guidance. It stops short of saying when NOT to use it or which sibling to prefer for a narrower question.

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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