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alexpavluck

NTDeliver MCP Server

by alexpavluck

ntd_schema

Retrieve column names, row count, milestone columns, filter values, and a sample row to understand the database structure before querying purchase order and milestone data.

Instructions

Returns column names, row count, milestone column list, known filter values, and a sample row. Call this first.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

With no annotations provided, the description bears full responsibility for behavioral disclosure. It lists all returned data elements, giving the agent a clear picture of output. It does not mention side effects or error conditions, but given the tool's read-only nature and simplicity, this is adequate.

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 a single, efficient sentence with no fluff. It is front-loaded with the key output items and ends with a clear usage directive. Every word earns its place.

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

Completeness5/5

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

Given the tool's low complexity (no parameters, no output schema), the description fully explains what the tool returns. It enumerates five specific output components, which is comprehensive for a schema introspection tool. No gaps remain.

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 has zero parameters, and schema description coverage is trivially 100%. Per guidelines, 0 parameters earns a baseline of 4. The description adds no extra param detail, which is acceptable since parameters are absent.

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 what the tool returns: column names, row count, milestone column list, known filter values, and a sample row. It also explicitly says 'Call this first,' establishing its role as an initial exploratory tool distinct from siblings like ntd_list_pos or ntd_get_po.

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 instruction 'Call this first' provides clear guidance on when to use the tool, implying it is a prerequisite before using other sibling tools. However, it does not explicitly state when not to use it or describe alternative tools, but the context is sufficient for an agent.

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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