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Baltimore Layers

baltimore_layers
Read-onlyIdempotent

List the layers of a Baltimore ArcGIS service (for discovery). Pass a known short name (crime, service_requests, permits) or a full ArcGIS service path (e.g. "311_Customer_Service_Requests_current/FeatureServer"). Omit service to list the known Baltimore services. Returns layer id + name to use with baltimore_query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
serviceNoShort name (crime|service_requests|permits) or full ArcGIS service path. Omit to list known services.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / examples
      Added value: +[
      +  {
      +    "service": "crime"
      +  },
      +  {}
      +]
  2. First observed

TDQS

A5/5.0
Behavior5/5

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

Annotations already indicate readOnly, openWorld, idempotent, and non-destructive. Description adds return value (layer id + name) and explains dual mode (list services vs layers), enriching transparency.

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: two sentences covering purpose, usage, and output. Front-loaded with core purpose. No wasted words.

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?

For a simple discovery tool with one optional parameter and no output schema, the description fully explains inputs, output format (layer id + name), and contextual use with baltimore_query.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Single parameter 'service' is fully described in schema (100% coverage). Description adds examples and clarifies behavior when omitted vs provided, adding value beyond 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 'List the layers of a Baltimore ArcGIS service (for discovery).' It specifies the verb and resource, and distinguishes from sibling tools like baltimore_query.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit guidance: use a short name or full path to list layers, omit to list known services. Also indicates output is for use with baltimore_query, aiding downstream selection.

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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