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Situation

Read a data series

get_data

One of the /data series as text: wire-volume, hormuz-air-traffic or roster-members.

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": {
      "slug": "<slug>"
    },
    "name": "get_data"
  }
}

Input Schema

NameRequiredDescriptionDefault
slugYesthe series: wire-volume, hormuz-air-traffic or roster-members

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It does disclose that output is 'text' and enumerates the accepted values, but says nothing about permissions, error behavior for an invalid slug, data freshness, or rate limits — a meaningful gap for a tool with zero annotation coverage.

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 waste, but the leading fragment 'One of the /data series' is awkward and the useful information (the three allowed values) is tacked on after a colon. It is under-structured rather than concise.

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?

With one required parameter, no nested objects, and no output schema, the definition is close to sufficient: it names the return type and the valid inputs. It still leaves the agent without guidance on sibling selection and failure behavior, which is a gap even for a tool this simple.

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 100% and the single required parameter is fully documented in the schema, so the baseline is 3. The description's value list only restates the schema's own description of 'slug' and adds no format or validation detail beyond it.

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 states the resource is a '/data series' returned 'as text' and enumerates the three valid series, which gives an agent the gist of the operation. However, the verb is implied rather than stated, and the phrasing 'One of the /data series' is a partial fragment rather than a clean statement of what the tool does. It only weakly distinguishes itself from siblings such as get_wire or get_live.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use get_data versus get_live, get_wire, or the other siblings, and no mention of prerequisites or exclusions. The agent must infer selection entirely from the series names.

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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