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cyntrica

Gov Data MCP

by cyntrica

wmata_bus_predictions

Read-only

Get next bus arrival predictions at a WMATA bus stop using a 7-digit stop ID. Provides real-time arrival times for Washington D.C. area buses.

Instructions

Get next bus arrival predictions at a WMATA bus stop. Requires a 7-digit stop ID.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stop_idYesWMATA bus stop ID (7-digit number)
Behavior3/5

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

With readOnlyHint=true, the description already benefits from annotation coverage. It adds some context with 'next' implying real-time predictions, but does not disclose behavior like pagination, data freshness, or rate limits. This is adequate but not rich beyond the annotations.

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 two sentences, front-loaded with the core action, and contains zero wasted words. It is appropriately concise for a single-parameter tool.

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 one parameter and no output schema, the description is sufficient: it states what is returned (predictions), the target (bus stop), and the required input. It lacks any mention of edge cases or result limits, but these are not essential given the tool's simplicity and annotation coverage.

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%, and the schema already describes stop_id as a 7-digit WMATA bus stop ID. The description only repeats this requirement without adding additional meaning, so it meets the baseline but does not exceed it.

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's function with a specific verb ('Get') and resource ('next bus arrival predictions at a WMATA bus stop'). It distinguishes from sibling tools like wmata_train_predictions by specifying 'bus', and the requirement of a 7-digit stop ID is immediately clear.

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?

The description gives a clear prerequisite ('Requires a 7-digit stop ID') and establishes the context (bus predictions for a specific stop). However, it does not explicitly mention alternatives or when not to use this tool, so it stops short of a 5.

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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