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ccedacero

nyc-property-intel

by ccedacero

lookup_property

Look up a NYC property by address or BBL to get full profile including building details, zoning, assessed value, owner, and lot characteristics. Use this first to obtain a BBL for further queries.

Instructions

Look up a NYC property by address or BBL.

Returns the full property profile including building details, zoning, assessed value, owner, and lot characteristics. This is always the first tool to call — you need a BBL before using other tools.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
addressNo
bblNo
boroughNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.1

TDQS

A4.4/5.0
Behavior4/5

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

Describes the lookup and return of a full property profile. Implicitly a read operation, but lacks explicit statement of safety; no annotations to contradict.

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 sentences, front-loaded with action and resource, no filler. Efficient and well-structured.

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?

Covers purpose, usage context, and high-level return value. Lacks explicit mention of borough parameter but otherwise complete for a lookup tool with output schema.

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?

Description mentions address and BBL as identifiers but does not detail the borough parameter. With 0% schema coverage, description partially compensates but misses full parameter context.

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?

Clearly states it looks up a NYC property by address or BBL and returns a full profile. Distinguishes from siblings by positioning itself as the first tool to call.

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?

Explicitly states it is always the first tool to call and that a BBL is needed before using other tools, providing clear when-to-use guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.