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SirojWongpitakroj

MHTL Warehouse MCP Server

Find a customer by name

find_customer

Search for customers by partial name or customer ID to obtain their unique internal identifier for detailed insights.

Instructions

Search customers by (partial) first name, last name, or customer id. Returns matching customers with their internal oid — pass that oid (or the name) to customer_insights.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesFull or partial name, e.g. 'Max', 'Khamla Sengdara', or a customer id like 'C500004'.
limitNo
Behavior3/5

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

No annotations are provided, so the description must carry the burden. It implies a read operation ('search') but does not explicitly state safety, rate limits, or side effects. It adds some behavioral context (returns oid, next step) but not full transparency.

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?

The description is two sentences: first states purpose and inputs, second states output and next step. No fluff, front-loaded, and earns its place.

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?

For a simple two-parameter search tool with no output schema, the description covers the main inputs, output (oid), and next step. However, it omits mention of the limit parameter and details like pagination, error handling, or return structure. Adequate but not thorough.

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?

Schema description coverage is 50%: only the 'name' parameter has a description with examples. The tool's description repeats that 'name' can be partial or ID but adds no new meaning. The 'limit' parameter lacks description in both schema and tool description, so the description fails to compensate.

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 searches for customers by partial name or ID, and distinguishes from siblings by specifying the return of an internal oid for use with customer_insights.

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 description gives explicit context: use partial name/id to search, then pass oid or name to customer_insights. It does not explicitly state when not to use, but the guidance is clear.

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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