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CohenD

fin-data-mcp-server

by CohenD

Flight track / waypoints (OpenSky)

flights_track
Read-onlyIdempotent

Retrieve trajectory waypoints (time, lat, lon, altitude, heading, on-ground) for a specific aircraft by its ICAO24 hex ID. Use time=0 for live track or a Unix timestamp for historical track.

Instructions

Trajectory (waypoints: time, lat, lon, baro altitude, heading, on-ground) for a single aircraft. Use time=0 for the live/most-recent track, or a Unix epoch-seconds value within a flight to fetch that historical track (OpenSky only retains historical tracks for a limited window). Verified to work anonymously, but may require OpenSky credentials under heavy load. Example: { icao24: '39de4f', time: 0 }

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
timeNoUnix epoch seconds within the flight, or 0 for the live track
icao24YesAircraft ICAO24 hex id, lowercase
Behavior5/5

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

Annotations already indicate safe, read-only, idempotent behavior. The description adds valuable context: authentication may be needed under heavy load, and historical data has a limited window. No contradictions.

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?

Concise, front-loaded, and well-structured: purpose, usage, authentication, example. No unnecessary words.

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 tool with two parameters and no output schema, the description covers the key behavioral aspects (time modes, authentication, data retention) and output structure. Could mention rate limits but not essential.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema covers both parameters fully (100% coverage). The description adds meaning by listing the waypoint fields that will be returned, which is beyond what the schema provides. Also includes an example.

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 returns a trajectory (waypoints with specific fields) for a single aircraft. It distinguishes from siblings like 'flights_by_aircraft' and 'flights_live_states' by focusing on an individual aircraft's path.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit guidance on using time=0 for live track or Unix epoch for historical track, and notes the limited retention window. Does not explicitly compare to sibling tools, but the context is clear given the tool's specific purpose.

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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