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Rank rows by a numeric column

dataset_top

The highest (or lowest) rows of the TelescopeCompareHQ 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

B3.2/5.0
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 disclosure burden. It reveals only the ordering direction; it says nothing about the 50-row cap, tie-breaking, null or non-numeric values in the ranking column, or how many rows come back by default — all things an agent needs before calling a ranking tool.

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?

One sentence, front-loaded with the resource and operation, with no filler. The trailing quoted example is slightly awkward but earns its place by anchoring the use case.

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 three-parameter, non-destructive read with no output schema, the definition conveys the essential shape: ranked rows from a named dataset. It is still thin on the limit parameter's cap and on result behavior, which is the main gap given there is no annotation or output-schema support.

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 only 33% (only 'ascending' is documented in the schema), so the description should compensate more than it does. It adds meaning for the column parameter by requiring it to be numeric and for direction via 'highest (or lowest)', but the 'limit' parameter and its 1–50 range are never mentioned in either place.

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 states a specific operation on a specific resource: it returns the top (or bottom) rows of the TelescopeCompareHQ dataset ranked by a numeric column, and the quoted phrase 'which is the most/least X' makes the intent concrete. It reads clearly as a ranking/extremum tool, distinct from retrieval-by-key or search tools, though it never names a sibling to sharpen the boundary.

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?

Usage is conveyed only by the illustrative question 'which is the most/least X', which implies the right context but leaves the agent to infer it. There is no explicit statement of when to prefer this over dataset_search, dataset_row, or dataset_stats, and no prerequisites or exclusions are given.

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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