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Jacob Campbell — Florida Real Estate (The Keyes Company)

Local trades he recommends

list_trade_partners
Read-onlyIdempotent

Returns the contractors and restoration companies Jacob Campbell recommends to clients in South Florida, with what each one does, where they work, and their licence status. These are trades, NOT real estate brokerages, and no referral fee is paid or received in either direction. Only companies that have agreed to be listed are returned.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -{
      -  "additionalProperties": false,
      -  "properties": {
      -    "count": {
      -      "type": "integer"
      -    },
      -    "partners": {
      -      "items": {
      -        "properties": {
      -          "areas": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          },
      -          "license": {
      -            "properties": {
      -              "number": {
      -                "type": "string"
      -              },
      -              "regulator_url": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "type": "string"
      -              }
      -            },
      -            "type": [
      -              "object",
      -              "null"
      -            ]
      -          },
      -          "name": {
      -            "type": "string"
      -          },
      -          "page_url": {
      -            "type": "string"
      -          },
      -          "services": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          },
      -          "summary": {
      -            "type": "string"
      -          },
      -          "trade": {
      -            "type": "string"
      -          },
      -          "website": {
      -            "type": "string"
      -          }
      -        },
      -        "required": [
      -          "name",
      -          "trade"
      -        ],
      -        "type": "object"
      -      },
      -      "type": "array"
      -    },
      -    "terms": {
      -      "type": "string"
      -    }
      -  },
      -  "required": [
      -    "count",
      -    "partners",
      -    "terms"
      -  ],
      -  "type": "object"
      -}New value: +null
  2. First observed

TDQS

A4.7/5.0
Behavior5/5

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

Annotations already mark this as read-only and idempotent, and the description adds meaningful behavioral detail: only companies that agreed to be listed are returned, no referral fee is exchanged, and the list is limited to South Florida. This goes well beyond what the annotations provide.

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?

Three tightly written sentences with no wasted words. The core result is front-loaded, followed by important exclusions and a key inclusion criterion, all in a logical order.

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?

For a zero-parameter read-only list tool with no output schema, the description is complete: it explains the subject, scope, content fields, exclusions, and consent policy. An agent knows what to expect without needing more detail.

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

Parameters4/5

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

The tool has zero parameters and the schema description coverage is complete, so the schema needs no compensation. The description adds value by clarifying what kind of list is returned, even though no parameter semantics are needed.

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?

The description clearly states the verb ('Returns'), the resource (contractors and restoration companies Jacob Campbell recommends), and the scope (South Florida). It also distinguishes itself from real estate tools by explicitly saying these are trades, not brokerages.

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?

The description provides clear context for when the tool is appropriate: when the user wants recommended trades professionals in South Florida. It explicitly excludes real estate brokerages, helping an agent avoid confusion with siblings like search_mls, though it does not name alternative tools directly.

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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