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free-api

Free API JSON lookup for category/group counts by domain.

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": {
      "lookup": "<lookup>"
    },
    "name": "free-api"
  }
}

Input Schema

NameRequiredDescriptionDefault
lookupYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

Annotations declare readOnlyHint=false while the description frames the tool as a 'lookup', which reads as a read operation; the description does not reconcile this, so the agent cannot tell whether the call has side effects (e.g., billing, quota consumption, cached writes). Beyond the 'Free' cost hint, no behavioral context is added: no auth requirements, rate limits, or failure modes. The mismatch is not an explicit contradiction but leaves the annotation's non-read-only flag unexplained.

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?

A single short sentence with no filler, so nothing is wasted. But the brevity is under-specification rather than efficiency: the one sentence leaves out everything an agent would need to invoke the tool confidently.

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?

No output schema exists, so the description must explain what comes back, and it does not. Combined with an undocumented required parameter and a non-read-only annotation that is never explained, the definition is missing too much for a tool whose behavior is not otherwise described anywhere.

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 description coverage is 0% and the sole required parameter is named 'lookup' with no type-level documentation. The phrase 'by domain' is the only hint that the parameter is likely a domain string, and it is not stated explicitly. For a one-parameter tool where the schema carries no meaning, the description should have defined the parameter format.

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 a resource ('category/group counts') and a scoping key ('by domain'), so the agent can infer it returns count data. However, it never says what a 'category' or 'group' is, what shape the result takes, or how it differs from the many sibling *-api-json tools. 'Free API JSON lookup' is closer to a label than a purpose statement.

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 when-to-use guidance, no preconditions, and no mention of any alternative tool. The sibling list contains numerous similarly named JSON lookup tools, and the definition gives the agent nothing to discriminate on. The word 'Free' is the only implicit usage signal (presumably no credit cost).

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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