Skip to main content
Glama
haksanlulz

mcp-fairrent

by haksanlulz

zip_crosswalk

Map a 5-digit ZIP code to its county, tract, CBSA, or congressional district using HUD-USPS crosswalk data. Returns the residential address share for each matching geography.

Instructions

Map a 5-digit ZIP to the county, tract, CBSA (metro), or congressional district it falls in, using the HUD-USPS crosswalk. Returns each matching geography with its residential-address share (res_ratio); the highest-share county is the one to resolve into an entityid via list_counties.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNoTarget geography: county | tract | cbsa | cd (default county)
zipYes5-digit ZIP code
yearNoCrosswalk year; default is the latest
Behavior4/5

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

No annotations present, so description carries full burden. Describes the return format (geography + res_ratio) and hints at selection behavior (highest-share county). Does not mention potential edge cases (missing ZIP, multiple matches) but overall informative.

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 with no extraneous text. Front-loaded with core purpose and immediately useful detail (res_ratio, entityid resolution).

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?

Given no output schema, description explains exactly what is returned and how to interpret it (res_ratio, highest-share county). Includes cross-references to sibling tools for follow-up. Complete for a simple geospatial mapping tool.

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%, so baseline is 3. Description adds no additional meaning to parameters themselves, but provides context on the output (res_ratio) that could influence parameter choice.

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?

Explicitly states the mapping from 5-digit ZIP to county/tract/CBSA/CD using HUD-USPS crosswalk, and mentions the res_ratio return value. Distinguishes from sibling tools like list_counties by referencing it as a subsequent step.

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?

Clearly describes the use case: mapping ZIPs to geography. Provides guidance on next step (resolving highest-share county via list_counties). Lacks explicit when-not-to-use or alternatives, but context is sufficient.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/haksanlulz/mcp-fairrent'

If you have feedback or need assistance with the MCP directory API, please join our Discord server