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cexplayer01

dfwmetro-mcp

by cexplayer01

find_verified_listings

Find human-verified service businesses in the DFW metro directory ready for booking. Returns booking URLs plus machine-booking capability and endpoint health when known.

Instructions

Find VERIFIED service businesses in the dfwmetro.net directory for booking. Only listings that passed human verification-desk review are returned — this tool can never surface unverified businesses and can never change verification status. Each result includes the business's booking_url plus machine-booking capability and endpoint health when known. Use booking_url for human-style booking flows; use capability endpoints only when present. Kept for backward compatibility; new integrations should prefer find_listings with verified_only:true.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNoDFW city filter, e.g. 'Plano'.
limitNoMax listings to return (1-50).
tradeNoCategory id from https://dfwmetro.net/categories.json, e.g. 'plumbing'. Legacy display labels ('Plumbing', 'Heating & Air Conditioning', 'Electrical') are also accepted and normalized.
subcategoryNoSubcategory label filter, e.g. 'Drain cleaning'.
verified_onlyNoTrue returns only VERIFIED listings (the strict premium shelf); false (default) returns all listings with verification status labeled, VERIFIED ranked first.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

A4.3/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does disclose key traits: it is strictly read-only ('can never surface unverified businesses and can never change verification status') and it enumerates returned fields (booking_url, machine-booking capability, endpoint health). It omits auth requirements, rate limits, and pagination behavior, so it is strong but not exhaustive.

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 purpose is front-loaded in the first sentence, followed by behavior and then routing guidance, with no filler sentences. It is slightly dense across four sentences but each one carries distinct information.

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?

For a tool with no output schema and no annotations, the description covers what an agent needs: verified-only scope, immutability of verification status, and the shape of each result. It could say more about result volume or ordering, but nothing essential is missing.

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 all five parameters are already documented in the schema, and the description adds no syntax or format detail beyond the verified_only:true example for the sibling tool. Baseline 3 is appropriate 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?

States a specific verb+resource (find VERIFIED service businesses) and scopes it to the dfwmetro.net directory for booking. It explicitly distinguishes itself from the sibling find_listings by noting it is the legacy verified-only path, so an agent can tell the two apart without opening either schema.

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?

Gives explicit routing: 'new integrations should prefer find_listings with verified_only:true,' and tells the agent which field to use for which flow ('use booking_url for human-style booking flows; use capability endpoints only when present'). Both the when-to-use and the alternative are named.

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