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oil-gas-data

get_state_snapshot

Get the full Texas or Oklahoma oil & gas industry snapshot: counts (permits, DUCs, spuds, new producers, counties, formations) plus top 10 operators / counties / formations and latest 10 activity records of each kind.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stateYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

No annotations are provided, so the description carries the behavioral disclosure burden. It describes what the response contains—counts, top 10 operators/counties/formations, latest 10 activity records—which is useful. It does not disclose potential behavior around data freshness, pagination, response size, or empty states, but as a read-only 'get' snapshot, the main contract is adequately surfaced.

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 description is a single, front-loaded sentence that leads with the action and resource, then organizes the response contents into counts, top 10s, and latest 10s. It contains no filler or repetition, though the list of categories is dense and could benefit from light formatting.

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

Completeness3/5

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

With no output schema, the description is the only contract for what the tool returns. It names the major sections but leaves 'latest 10 activity records of each kind' somewhat ambiguous and provides no time horizon or definition of activity kinds. For a single-required-parameter invocation it is enough to call the tool, but it is not complete enough to predict the full response shape confidently.

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?

There is one parameter, state, and the schema provides an enum of TX and OK. The description's opening phrase 'Texas or Oklahoma' reinforces the parameter's semantic scope, but it adds little beyond the schema and does not explicitly map state to the enum values. With 0% schema description coverage, the description should compensate more, but the single enum parameter is simple enough that it remains usable.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource: 'Get the full Texas or Oklahoma oil & gas industry snapshot,' and enumerates what the snapshot contains (counts, top 10 lists, latest 10 activity records). It does not explicitly differentiate itself from sibling tools like get_top_operators or get_duc_inventory, but the 'full snapshot' framing makes its aggregate scope reasonably clear.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The tool's intended use is implied: use it when you need a broad multi-section industry snapshot for TX or OK. However, it never tells the agent when to prefer this over the many targeted sibling tools, nor does it state when not to use it. There is clear context but no explicit alternatives or exclusions.

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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