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dataset_compare

The rows of the Buffrota dataset whose column is any of the given values, in the order given, for "X vs Y" questions.

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>",
      "values": "<values>"
    },
    "name": "dataset_compare"
  }
}

Input Schema

NameRequiredDescriptionDefault
columnYes
valuesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior2/5

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

With no annotations at all, the description carries the full burden and discloses only one behavioral trait: result ordering follows the order of the supplied values. It says nothing about the hard 2-10 value cap, what happens for values that match no rows, whether duplicate values are deduplicated, or what the returned rows contain.

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

Conciseness3/5

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

It is a single short sentence with no filler, which is good. But the fragment structure (missing subject and verb) and the embedded dataset name make the opening harder to parse than a direct 'Return rows where column matches any of values, in the given order' would be.

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 two-parameter read tool with no annotations and no output schema, the description covers filter semantics, ordering, and the intended question type, which is roughly the minimum. It leaves the value-count limit and the shape of the returned rows undocumented, gaps an agent would only discover by trial.

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 description coverage is 0%, so the description must compensate, and it does add real meaning: 'column' is the field to match on and 'values' is an any-of match set whose order drives output order. It still omits the minItems=2 / maxItems=10 constraints and the string-only requirement, so the compensation is partial.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the resource ('the rows of the Buffrota dataset') and the filter predicate ('whose column is any of the given values'), so an agent can infer it retrieves a filtered row set rather than a single row. However, it is written as a noun fragment with no action verb, and it never contrasts itself with dataset_row or dataset_search, leaving the 'compare' framing in the name unexplained.

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 trailing clause 'for "X vs Y" questions' supplies an implied usage trigger, which is more than nothing. But it never states when NOT to use it, never names an alternative for single-row or full-text lookups, and 'X vs Y' is undefined jargon an agent must guess at.

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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