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jbechtel-97

dealflowpro-mcp-server

market_data

Evaluate a property's market with key metrics: flood zone, neighborhood income relative to state median, and job growth rate.

Instructions

Look up market intelligence for a property address. Returns flood zone, neighborhood income relative to state median, and job growth rate. Use this when someone asks about a market, neighborhood, or location.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
addressYesFull property address including city and state (e.g., '2909 Burgess Dr, Charlotte, NC 28208')
zipNoZIP code (extracted from address if not provided)
Behavior3/5

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

No annotations exist, so the description carries the full burden. It discloses the types of data returned (flood zone, income, job growth) but lacks details on response format, side effects (read-only assumed), or data freshness. It is adequate but not comprehensive.

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?

The description consists of two concise sentences. The first sentence states what the tool does and its output; the second sentence specifies usage context. No extraneous 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?

Given no output schema and no annotations, the description covers the essential purpose and outputs (three specific data points). For a simple lookup tool with 2 parameters (1 required), it is fairly complete, though it could mention response structure or error handling.

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 description coverage is 100%. The description adds no new semantics beyond the schema's parameter descriptions; it reaffirms the address format and zip extraction hint. Baseline of 3 is appropriate as the schema already documents the parameters sufficiently.

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 (look up) and resource (market intelligence for a property address), and lists specific return values (flood zone, income relative to state median, job growth rate). It is distinct from sibling tools like analyze_deal or score_deal.

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 explicitly says 'Use this when someone asks about a market, neighborhood, or location,' providing clear guidance on when to invoke the tool. It does not mention alternatives or when not to use it, but the context is sufficient.

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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