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qso-graph

iota-mcp

by qso-graph

iota_nearby

Find IOTA groups near a location by providing latitude and longitude. Returns the closest groups based on great-circle distance.

Instructions

Find IOTA groups nearest to a location.

Computes great-circle distance from the given coordinates to the center of each IOTA group's bounding box.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
latitudeYesLatitude in decimal degrees (e.g., 43.6 for Boise).
longitudeYesLongitude in decimal degrees (e.g., -116.2 for Boise).
limitNoMaximum results to return (default 20).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

The description discloses the algorithm (great-circle distance, bounding box center) but lacks other behavioral traits such as authentication needs, data freshness, or any side effects. With no annotations, the description partially fulfills the transparency burden.

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 only two sentences, front-loading the main action. Every word serves a purpose, with no repetition or unnecessary detail.

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 and the presence of an output schema, the description adequately covers the key aspects: what it does and how it computes results. It could optionally mention what constitutes an IOTA group, but this is not critical.

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?

The schema provides descriptions for all parameters (100% coverage). The tool description adds value by explaining how coordinates and limit are used in the distance calculation, which helps the agent understand parameter purpose beyond the schema.

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 finds IOTA groups nearest to a location and explains the great-circle distance computation. It distinguishes from siblings by focusing on geospatial proximity, which is unique among the listed sibling tools.

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 guidance is provided on when to use this tool versus alternatives like iota_search or iota_lookup. The description does not mention prerequisites, limitations, or scenarios where this tool is appropriate.

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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