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un-shayani

ESCAP Data Explorer MCP Server

by un-shayani

get_data

Retrieve actual statistical data for development indicators from ESCAP Data Explorer. Specify indicator code, dataset type, optional country, and year range to get SDMX data with observation values.

Instructions

Step 5: Retrieve actual data for a given indicator, optional country, and time period. Returns SDMX data (JSON or XML) including observation values, time periods, and attributes. It is recommended to call check_data_availability first to confirm data exists.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endYearYesEnd year
countryIdNoCountry/ref_area code (optional — omit for all countries)
startYearYesStart year
datasetTypeYesDataset type: "SDG" or "Thematic"
indicatorCodeYesIndicator code
Behavior4/5

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

With no annotations, the description transparently describes the return format (SDMX JSON/XML including observation values, time periods, attributes). It does not discuss rate limits or destructive effects, but the read-only nature is implied.

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 redundant words, front-loaded with key action and parameters. Every sentence adds value.

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

Completeness5/5

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

Given no output schema, the description sufficiently explains what is returned. It also provides a usage recommendation to avoid errors, making it complete for a data retrieval tool.

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 coverage is 100%, so the schema already documents parameters. The description adds value by clarifying that countryId is optional and can be omitted for all countries, and by referring to time period as startYear/endYear.

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 'Retrieve actual data' with specific parameters (indicator, country, time period), distinguishing it from sibling tools like get_indicators and get_countries.

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 recommends calling check_data_availability first, providing sequential guidance. However, it does not explicitly state when not to use this tool or mention alternatives.

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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