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NeshanMaps

Neshan MCP Server

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by NeshanMaps

neshan_traffic_analytics

Analyze historical traffic patterns at any location. Get a congestion score, hourly breakdown with color-coded traffic levels, and a static map with traffic overlay.

Instructions

Analyse historical traffic patterns around a location.

Returns three things:

  • kpi: overall traffic congestion score for the location (higher = more congested).

  • chart: 24-hour traffic breakdown — one entry per hour with a numeric score and a color key (green → free flow, yellow → moderate, orange → heavy, red → congested).

  • static_map: a PNG image of the area (~500 m radius) with traffic overlay.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
latYesLatitude of the location.
lngYesLongitude of the location.
Behavior4/5

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

Without annotations, the description details the three outputs including chart color codes and map radius, but omits potential side effects, rate limits, or data freshness. Still informative.

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 concise, uses bullet points for clarity, and front-loads the main purpose. Every 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 no output schema, the description fully explains return components. Parameters are well-covered in schema. Tool complexity is adequately addressed.

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?

Input schema already provides 100% coverage with descriptions for lat/lng. The description adds no further parameter context (e.g., coordinate system, precision), so baseline 3 is appropriate.

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 it analyzes historical traffic patterns and lists three specific outputs (kpi, chart, static_map), distinguishing it from sibling tools like static_map or direction.

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?

The description does not explicitly state when to use this tool versus alternatives, nor does it provide when-not or prerequisite guidance. It is implied for traffic analysis around a point.

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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