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Mapbox MCP Server

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Nearest Point

nearest_point_tool
Read-onlyIdempotent

Identifies the closest point in a collection to a target location, using efficient offline calculations to find the nearest store, stop, or landmark.

Instructions

Find the nearest point in a collection to a given target point. More efficient than calling distance_tool for each candidate and sorting. Useful for finding the closest store, stop, or landmark to a location. Works offline without API calls.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
unitsNoDistance units for the resultmeters
pointsYesCandidate points to search
targetYesThe reference point to measure from

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
indexYesIndex of the nearest point in the input array
unitsYesDistance units
nearestYesThe nearest point
distanceYesDistance from target to nearest point
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint. Description adds 'Works offline without API calls' which is a useful behavioral trait. 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?

Very concise at 4 sentences with no redundant information. Each sentence adds value.

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

Completeness5/5

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

Given the tool's simplicity, presence of annotations, and existence of output schema, the description covers purpose, efficiency, use cases, and offline capability comprehensively.

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 baseline is 3. The description does not add additional meaning beyond the schema definitions.

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 verb 'Find' and the resource 'nearest point in a collection'. It distinguishes itself from the sibling tool 'distance_tool' by noting efficiency gains.

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 clear use cases (closest store, stop, landmark) and explicitly compares to distance_tool. Does not mention when to use alternative like nearest_point_on_line_tool, but still gives solid guidance.

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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