Ready APIs

Flight Route Best Times

flight_route_best_times

Read-onlyIdempotent

Rank loaded departure-hour buckets for a route by historical reliability score.

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": {
      "route": "<route>"
    },
    "name": "flight_route_best_times"
  }
}

Input Schema

Name	Required	Description	Default
`route`	Yes	Route in ORIGIN-DEST format, for example ATL-LGA.

Schema Changelog

Changes observed during successful MCP inspections.

First observedAug 14, 2026

TDQS

B3.3/5.0

Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive behavior, covering safety. The description adds a small behavioral detail: it ranks buckets by 'historical reliability score', implying a sorted output, but does not describe the return format, pagination, or what 'loaded' means. Given the annotations, this is adequate but not rich.

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

Conciseness5/5

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

The description is a single, concise sentence that front-loads the action ('Rank loaded departure-hour buckets') and the basis ('historical reliability score'). No filler or redundant information; every word contributes.

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?

The tool is simple (one required parameter) and the schema plus annotations cover the input and safety. However, there is no output schema, and the description does not specify what the return value looks like (e.g., a ranked list of hours with scores). More detail on the output would improve completeness, but the low complexity makes it acceptable.

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?

The schema fully describes the single 'route' parameter with format and example, achieving 100% schema coverage. The description merely refers to 'a route' without adding new meaning. Baseline of 3 is appropriate since the schema carries the parameter semantics.

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 clearly states the verb 'Rank' and the resource 'loaded departure-hour buckets for a route' based on 'historical reliability score'. It is specific and distinct enough from siblings like flight_route_summary or flight_reliability, though it does not explicitly name them. The purpose is evident.

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?

The description provides no guidance on when to use this tool versus alternatives. There is no mention of scenarios, exclusions, or comparisons to other flight-related tools, so an agent must infer the appropriate context from the name and description alone.

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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