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dataset_compare

The rows of the Medicare Plan Comparison 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

B3.3/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does disclose one non-trivial behavior — results follow the order of the supplied values ("in the order given") — which the agent could not infer otherwise. It says nothing about read-only nature, the max-10/min-2 value bound, case sensitivity of matching, or what the returned rows look like.

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 tight sentence with no filler, and the dataset scope is front-loaded. The structural flaw is that it is an incomplete fragment missing a verb (e.g., "Returns"), which makes the definition read as a truncated return-value clause rather than a purpose statement.

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 this is close to minimally sufficient: an agent can see it queries rows by column values and respects order. But with no annotations, no output schema, and 0% schema description coverage, the definition leaves the return shape, match strictness, and value-count constraints entirely undocumented.

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 0%, so the description must compensate, and it partially does: "column is any of the given values" establishes OR/IN matching semantics and "in the order given" establishes that the values array drives result ordering. It adds no detail on whether `column` needs an exact header name, on case sensitivity, or on the hard cap of 10 values.

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 names the resource (rows of the Medicare Plan Comparison dataset) and the filter semantics (column matches any of the given values), which is a clear, specific operation. It is grammatically a noun phrase rather than a verb+resource statement, and it never names a sibling tool, so the agent must infer how it differs from dataset_row or 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?

"for 'X vs Y' questions" gives a concrete usage scenario, which is more than nothing. However, there are no exclusions, no prerequisites, and no named alternative for single-row retrieval or free-text lookup, so the when-not guidance is effectively absent.

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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