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Lotlytics — US Real Estate Market Data & Investment Analytics

List available markets

list_markets
Read-onlyIdempotent

List the US markets this server can report on, optionally filtered to one state. Example: state='TX'

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stateNoOptional state filter, e.g. 'TX'. Omit for every available market.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / state / description
      Previous value: -"Optional US state filter, 2-letter or full name, e.g. 'TX'. Omit for every available market."New value: +"Optional state filter, e.g. 'TX'. Omit for every available market."
  2. Changed1 schema field changed
    • changedInput schema / properties / state / description
      Previous value: -"Optional US state filter — 2-letter abbreviation or full name, e.g. \"TX\" or \"Texas\". Omit or pass \"\" to list every available market."New value: +"Optional US state filter, 2-letter or full name, e.g. 'TX'. Omit for every available market."
  3. Changed1 schema field changed
    • addedInput schema / properties / state / description
      Added value: +"Optional US state filter — 2-letter abbreviation or full name, e.g. \"TX\" or \"Texas\". Omit or pass \"\" to list every available market."
  4. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive behavior. The description adds useful context about server-specific market availability and state filtering, which is meaningful beyond the structured annotations and not contradicted by them.

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?

Two tight sentences, with the core action and scope front-loaded and a helpful example in the second sentence. No filler or redundant restatement of the title.

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 read-only enumeration tool with one optional parameter, an output schema, and clear safety annotations, the description is complete. It tells the agent what the server can report on and how to narrow results, and the output schema removes the need to describe return shape.

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%, with the state parameter already documented as an optional filter with an 'TX' example. The description's 'state=\'TX\'' example adds no substantive meaning beyond the schema, so the baseline score of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource: 'List the US markets this server can report on', with an optional state filter. It is clear about scope but does not explicitly differentiate itself from the sibling tool search_markets, so it stops short of full sibling differentiation.

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 implies a use case: enumerate available US markets, optionally narrowed to one state. However, it provides no explicit guidance about when to prefer list_markets over search_markets or the other market tools, leaving the routing decision mostly to inference.

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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