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Zip-Codes.com Location Intelligence: Spatial Analysis, Districts & 14+ Years of Demographics

County reference

county_reference
Read-onlyIdempotent

US counties and county equivalents — all 3,235 of them — with their Census and USPS names, which disagree for over a hundred, plus ANSI code, legal type, land and water area, and USPS delivery footprint. Filter by state to get every county in that state: without a filter only the first 25 are returned, and they are FIPS-ordered, so an unfiltered call answers with Alabama rather than with whatever was asked about. Costs nothing and needs no key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoCap the number of counties returned. Defaults to 25 when no state is given, or to all of them when one is.
stateNoTwo-letter US state or territory code. Returns EVERY county in that state, so no limit is needed — Texas is the largest at 254. Omit to browse all states.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already establish readOnly, idempotent, and closed-world behavior, so the bar is lower. The description adds genuinely new operational context: no cost, no API key required, and the FIPS-ordering/pagination default that shapes results. It does not describe the response envelope, but for a read-only reference tool this is solid.

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?

A single dense paragraph that front-loads the contents, then the filtering caveat. Every clause carries information, though the sentence is long and could be broken for faster scanning.

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?

With no output schema, the description carries the burden of describing return content, and it does: it lists the fields returned and warns about the default 25-row, FIPS-ordered result. An agent has everything needed to call it correctly and interpret the response.

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% and both parameters already document their defaults, including the state-vs-no-state limit behavior. The description largely restates those defaults, adding only the Texas-at-254 scale detail. Baseline 3 is correct when the schema does the heavy lifting.

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?

Names a specific resource (US counties and county equivalents, all 3,235) and enumerates the attributes returned (Census/USPS names, ANSI code, legal type, area, delivery footprint). This is clearly distinguishable from siblings like city_name_rules, metro_area_reference, and zip_facts, which cover different geographies.

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?

Gives explicit conditional guidance: filter by state to get every county, and warns that an unfiltered call returns only the first 25 in FIPS order, so it answers with Alabama rather than what was asked about. That is a real when-to-use/when-not distinction. It stops short of naming a sibling alternative for other geographic lookups.

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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