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CohenD

fin-data-mcp-server

by CohenD

Arrivals/departures by airport (OpenSky)

flights_by_airport
Read-onlyIdempotent

Retrieve flights arriving at or departing from an airport by ICAO code within a specified time window. Supports arrival and departure directions.

Instructions

Flights arriving at or departing from an airport (ICAO code) within a time window (<= 7 days). Unix epoch seconds.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endYesEnd time, Unix epoch seconds
beginYesStart time, Unix epoch seconds
airportYesAirport ICAO code, e.g. KJFK, EGLL
directionNodeparture
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint true and destructiveHint false. The description adds useful behavioral context: the time window is limited to <=7 days and uses Unix epoch seconds. No contradictions with annotations.

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 efficient sentence plus a fragment, front-loaded with key constraints. Every word adds value, and no redundant information is present.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple list tool with rich annotations, the description covers the primary constraint (time window <=7 days) and parameter format. It omits return format details, but given the tool's straightforward nature and lack of output schema, the information is sufficient.

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 75% (3 of 4 parameters have descriptions). The description adds the time window constraint (<=7 days) but does not provide additional meaning beyond the schema for individual parameters. Baseline 3 is appropriate given high schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves flights arriving or departing from an airport ICAO code within a time window. It distinguishes from sibling tools like flights_by_aircraft and flights_track by specifying the scope (by airport) and constraints (<=7 days).

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?

The description implies usage for airport-specific flight data but does not explicitly state when to use it versus alternatives such as flights_by_aircraft or flights_live_states. No exclusions or alternative tool suggestions are provided.

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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