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Mapbox MCP Server

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Calculate Distance

distance_tool
Read-onlyIdempotent

Calculate the great-circle distance between two geographic coordinates. Supports kilometers, miles, meters, feet, and nautical miles using the Haversine formula. Works offline without API calls.

Instructions

Calculate the distance between two geographic coordinates. Supports various units including kilometers, miles, meters, feet, and nautical miles. Uses the Haversine formula for accurate great-circle distance calculations. This tool works offline without requiring API calls.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toYesEnding coordinate with longitude and latitude
fromYesStarting coordinate with longitude and latitude
unitsNoUnit of measurement for distancekilometers

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
toYesEnding coordinate
fromYesStarting coordinate
unitsYesUnit of measurement
distanceYesCalculated distance between points
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint. Description adds useful context: offline operation and use of Haversine formula, which goes beyond annotations without contradiction.

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?

Description is three sentences with no fluff. It front-loads the main action and each sentence adds value: purpose, unit support, formula, and offline capability.

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?

Given the tool's simplicity, the description covers purpose, behavior, and offline capability. With an output schema present, it doesn't need to describe return values. Could mention coordinate order or precision, but overall complete.

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 coverage is 100%, so baseline is 3. Description mentions supported units and coordinates but does not add significant new meaning beyond what the schema provides.

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 calculates distance between two geographic coordinates. It distinguishes from sibling tools like area_tool or bearing_tool implicitly through its unique purpose.

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?

Description mentions it uses the Haversine formula and works offline, which implies use for great-circle distance, but no explicit guidance on when to use this tool versus alternatives like the bearing_tool or directions_tool.

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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