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Glama

NarcoScope — official drug-market evidence explorer

Query the illicit-economy atlas

get_atlas
Read-only

Return country-year organized-crime and firearms-tracing observations with source metadata, native caveats, explicit null fields, and stable cursor pagination. No records identify people or operational locations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
iso3No
yearNo
limitNo
cursorNo
domainNoall

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageYes
queryYes
schemaYes
statusYes
recordsYes
sourcesYes
limitationsYes

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false; the description adds further behavioral context: output includes source metadata and native caveats, missing data is explicit null, pagination uses stable cursors, and records never identify people or operational locations. This goes beyond the annotations and does not contradict 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?

Two sentences with no filler. The first sentence front-loads the return scope and key output traits; the second adds a single high-value privacy constraint.

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?

For a five-parameter read-only query with an output schema present, this description covers the resource scope, output traits, pagination, and privacy boundary, which is enough to invoke correctly. It omits alternative-tool routing, but that is already scored under usage guidelines and is not required to call this tool correctly.

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 0%, so the description must compensate. It maps 'country-year' to iso3/year, names the two domain values, and implies cursor/limit via 'stable cursor pagination'. However, it does not explain limit bounds, cursor format, or the 'all' domain option, leaving the schema's patterns, defaults, and enums to carry much of the parameter-meaning burden.

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?

Description opens with a specific verb ('Return') and a precise resource: country-year organized-crime and firearms-tracing observations. It adds distinctive detail—source metadata, native caveats, explicit null fields, stable cursor pagination, and a privacy boundary—that separates it from siblings like get_entities or get_overview.

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?

It gives clear context for when to use the tool: when country-year organized-crime or firearms-tracing observations are needed. It also states an implicit when-not ('No records identify people or operational locations'), but does not name an alternative sibling tool or provide explicit routing conditions.

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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TDQS

A3.8/5.0
Disambiguation3/5

Most tools are clearly distinct, but the three palimpsest endpoints (context, bridge, corridors) all return related official aggregates and demand careful reading to avoid mis-selection. get_newsroom, get_overview, and get_story are more separable, though their retrieval roles still slightly overlap.

Naming Consistency4/5

Tool names follow a consistent get_<noun> snake_case pattern, and list_capabilities is a standard exception for MCP introspection. The palimpsest_* subnames are terse and somewhat obscure, but they do not break the overall convention.

Tool Count5/5

Seven tools is well-scoped for an evidence explorer: each covers a meaningful retrieval or orientation function without redundancy. The count is neither thin nor bloated for the stated purpose.

Completeness4/5

The core read-only exploration surface is covered: overview aggregates, newsroom analyses, story dossiers, country-level corridors, and capability discovery. The main gap is the lack of a general search or filter tool for drugs, routes, or time periods, but agents can work around this with the provided curated endpoints.