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AlpineDataWorks Intelligence Server

Risk Intelligence Package

adw.adw_p06
Read-only

Returns a 0-100 place-risk profile for a US county (composite of 8 AlpineDataWorks V2 hazard layers — severe weather, seismic, natural-hazard cost, air quality, drinking water, community health — joined on county_fips) with composite_score, component_scores, ranked drivers, and coverage. Call when the user asks what can go wrong in a place or about hazard and environmental exposure for a county or market, or when timing site-selection, underwriting, lending, or expansion decisions. Updates: on source cadence.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoOptional: return a daily HISTORY series of the last N days (up to 5 years of real archived data) instead of the current snapshot. History requires Gold tier; without it, the current snapshot is returned.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds valuable context: the composite nature of the score, the output fields, the optional history behavior (via the schema's days parameter description), and the update cadence ('Updates: on source cadence'). This goes beyond the annotations without contradicting them.

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 is compact and packed with useful information. It front-loads the core purpose in the first sentence, then provides clear usage guidance, and ends with a short update cadence note. Every sentence adds value without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite the rich description, there is a critical gap: the tool claims to return a risk profile for a US county but the input schema contains no parameter for identifying the county (e.g., county_fips). The description mentions 'joined on county_fips' but does not explain how the county is selected, leaving the agent unable to invoke the tool correctly for its stated purpose. This is a major omission for an otherwise well-described tool.

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?

The only parameter (days) is fully described in the input schema with 100% coverage, including its purpose, valid range, and tier requirement. The tool description itself does not add additional parameter semantics, but the schema carries the full burden, so the baseline score of 3 is appropriate.

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 a specific verb and resource: 'Returns a 0-100 place-risk profile for a US county' and enumerates the composite layers, output fields, and intended use cases. It distinguishes itself from sibling tools by positioning it as a composite risk package covering multiple hazard categories.

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?

Explicit when-to-use guidance is provided: 'Call when the user asks what can go wrong in a place or about hazard and environmental exposure for a county or market...' This gives clear context, but it does not mention when not to use the tool or name specific alternatives, so it falls just short of a 5.

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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