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Rank rows by a numeric column

dataset_top

The highest (or lowest) rows of the Structured Settlement Compare dataset by a numeric column: "which is the most/least X".

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "column": "<column>"
    },
    "name": "dataset_top"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNo
columnYes
ascendingNotrue for the lowest first; default highest first

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full behavioral burden. It discloses the ranking direction but says nothing about the default result count, whether the 50-row cap is enforced silently, how ties are broken, or whether full rows or only the ranking column are returned; "highest (or lowest) rows" leaves the return shape ambiguous for a tool with no output schema.

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

Conciseness4/5

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

A single front-loaded sentence with no filler; the verb and scope arrive immediately. The trailing colon-plus-quoted-phrase construction is slightly clumsy but adds usable intent framing rather than padding.

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

Completeness2/5

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

For a tool with zero annotations, no output schema, and an undocumented parameter, the description is too thin. It covers purpose but omits the default and maximum row count, the resulting row shape, and any indication of behavior when the column is non-numeric or the dataset is small.

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 coverage is 33%: only 'ascending' documents itself and 'column' is partly implied by "by a numeric column." The 'limit' parameter is never mentioned in the description at all, despite its 1-50 bounds and the absence of a declared default being exactly the kind of thing an agent needs explained.

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?

States a specific operation on a specific resource: returns the highest or lowest rows of the Structured Settlement Compare dataset ranked by a numeric column. The quoted use case ("which is the most/least X") makes the intent unambiguous and clearly distinguishes it from aggregate siblings like dataset_stats or free-text siblings like dataset_search.

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 phrase "which is the most/least X" implies a usage context, but there is no explicit when-to-use vs. when-to-use-an-alternative guidance. Nothing tells the agent whether to reach for dataset_stats, dataset_search, or dataset_compare instead when it wants a single value rather than a ranked list.

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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