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deverseli800

NYC Property Data MCP Server

by deverseli800

Search Properties

search_properties

Filter NYC and Philadelphia properties by borough, zoning, units, and other criteria, then view the matching results on an interactive map.

Instructions

Search property database for properties matching criteria. Results display on an interactive map.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityYesCity
limitNo
zoningNoZoning district
boroughNoNYC borough
max_unitsNo
min_unitsNo
neighborhoodNoNeighborhood name
building_classNo
max_year_builtNo
min_year_builtNo
Behavior2/5

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

With no annotations, the description must carry the behavioral burden, but it only reveals that results display on a map. It does not explain matching semantics, result limits, pagination, or side effects, leaving significant ambiguity.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two concise sentences with no filler, and both sentences contribute useful information. While the brevity is arguably insufficient for the tool's complexity, conciseness itself is well handled.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no annotations, no output schema, and ten parameters, the description is far from complete. It fails to describe result format, map data details, defaults, or required constraints beyond the schema, making it inadequate for an agent to fully understand the tool.

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

Parameters2/5

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

Schema descriptions cover only 40% of the parameters, and the tool description names no parameters or criteria details. With low coverage, the description was expected to compensate but does not, leaving six parameters without any explanation.

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 clearly states the tool searches a property database for matching criteria, with results displayed on an interactive map. It does not explicitly differentiate itself from sibling tools like search_sales or search_comps, so it stops short of a 5.

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. The description does not mention exclusions, prerequisites, or recommend other tools for different search needs.

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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