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jbechtel-97

dealflowpro-mcp-server

market_data

Retrieve market intelligence for a property address including 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)
Behavior4/5

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

No annotations provided, so the description carries the full burden. It discloses the returned data (flood zone, income relative to state median, job growth rate), which implies a read-only operation. No side effects or prerequisites are mentioned.

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, no fluff, front-loaded with the main purpose. Every sentence adds 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 the simplicity of the tool (2 parameters, no nested objects, no output schema), the description covers the essential behavior. It could mention the return format but is sufficient for an agent to understand the tool's capability.

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?

Schema description coverage is 100%, but the description adds value by providing an example address and explaining that zip is optional and may be extracted. This goes beyond the schema alone.

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 the resource 'market intelligence' for a property address, listing specific return fields (flood zone, income, job growth). It is distinct from sibling tools like analyze_deal or score_deal, which likely involve calculations or analysis.

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.' It does not mention when not to use or alternatives, but the context is clear enough for an agent.

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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