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opensky_flights

Retrieve flight history from OpenSky Network for a specified time range of up to two hours, with optional ICAO24 filtering.

Instructions

Get flight history from OpenSky Network for a time range (max 2 hours).

Input Schema

NameRequiredDescriptionDefault
endYesEnd time (Unix timestamp).
beginYesStart time (Unix timestamp).
icao24NoFilter by ICAO24 transponder address.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.1.11

TDQS

B3.3/5.0
Behavior3/5

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 implies a read operation ('Get') and discloses a hard time-range limit (max 2 hours), but does not state authentication needs, rate limits, pagination, or return format.

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?

A single front-loaded sentence with no wasted words. It states the action, source, and key limit immediately.

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?

For a simple read operation with fully described parameters but no output schema or annotations, the description gives source and time-range constraints. However, it omits return shape, auth requirements, and sibling differentiation, so an agent may still lack enough context to use it confidently.

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 the schema already documents begin, end, and icao24. The description adds only the max-2-hour constraint on the time range and does not add per-parameter meaning beyond the schema.

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?

States a specific verb and resource ('Get flight history from OpenSky Network') plus the time-range scope, so the agent knows this is a historical flight-data lookup. It does not name the sibling opensky_states to explicitly differentiate current state vectors from historical flights.

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?

No when-to-use guidance or alternatives are provided. The max 2-hour constraint hints at a limited historical window, but the agent must infer that this is for past flights rather than current states.

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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