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OFODevelopment

CerebroChain MCP Server

lookup_sku

Retrieve complete inventory details for any item by entering its SKU code. Get stock levels, storage location, and pricing information.

Instructions

Look up an inventory item by its SKU code. Returns full item details including stock, location, and pricing. Requires API key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
skuYesSKU code to look up
Behavior3/5

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

No annotations are provided, so the description carries the burden. It notes the API key requirement and return details (stock, location, pricing), but lacks info on side effects, rate limits, or error handling.

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 concise sentences front-load the purpose and return value, with no unnecessary words.

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?

For a single-parameter tool with no output schema, the description covers purpose, return details, and a requirement. Could mention it's a read-only operation for completeness.

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

Parameters3/5

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

Schema coverage is 100% with a description for the sku parameter. The description adds minimal value beyond 'by its SKU code', so baseline 3 is appropriate.

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?

The description clearly states the tool looks up an inventory item by SKU, a specific verb and resource. It distinguishes from siblings like search_inventory which may have broader scope.

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?

The description mentions an API key requirement but provides no guidance on when to use this tool versus alternatives like search_inventory or check_stock_levels.

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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