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change-api

Change API JSON lookup for technology additions and removals by domain. Supports one or more comma-separated domains and optional natural language SINCE values such as 'last month'.

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": "change-api"
  }
}

Input Schema

NameRequiredDescriptionDefault
sinceNoOptional natural language date range such as 'last month'; defaults to 3 months
lookupYesDomain name, or comma-separated domain names, to check for technology changes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations declare readOnlyHint=false, destructiveHint=false and openWorldHint=false, so safety is partly covered, but a tool labelled a 'lookup' being flagged non-read-only is unexplained (likely a POST-based query or paid x402 endpoint). The description adds nothing about cost, auth, rate limits, or result size, which matters given the x402-prefixed siblings.

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?

Two tight sentences with the core purpose front-loaded and the parameter hints following. Minor waste in the redundant 'Change API JSON lookup' phrasing and an unexplained capitalized 'SINCE' that does not match the schema's lowercase 'since'.

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 only two parameters, full schema coverage, and annotations, most of what an agent needs is present, and 'technology additions and removals' hints at the return payload despite no output schema. However, the default three-month window and the reason for the non-read-only annotation are never surfaced in prose.

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%, so both 'lookup' and 'since' are already documented with their comma-separated and natural-language semantics. The description restates the same facts without adding format examples, validation rules, or behavior for invalid domains, so the baseline 3 applies.

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 verb and resource: a JSON lookup of technology additions and removals keyed by domain. That is concrete enough to distinguish it from broad siblings like ask-api or trends-api, though it never names an alternative directly.

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 only implied by 'by domain' and the comma-separated multi-domain note; there is no explicit statement of when to prefer this over siblings such as domain-api-json or trends-api, nor any exclusion or prerequisite.

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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