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ahasan722

DHIS2 MCP Server

by ahasan722

get_enrollments

Query enrollments of tracked entities entering a program by providing program and organization unit UIDs. Retrieve up to a specified number of enrollment records from the DHIS2 health information system.

Instructions

Query enrollments (tracked entities entering a program).

Args: program: program UID. org_unit: org unit UID. limit: max enrollments.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
programYes
org_unitYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations, the description must disclose all behavioral traits. It provides minimal context (e.g., 'tracked entities entering a program') but omits details like pagination behavior, authentication needs, or return format.

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 extremely concise with no unnecessary words. The key information is front-loaded in a single sentence followed by a clear parameter list.

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?

Given the presence of an output schema, return values need not be detailed. However, the description lacks differentiation from sibling tools and does not explain the relationship between enrollments and other entities. It adequately covers the basic inputs but is still minimal.

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 coverage is 0%, so the description must explain parameters. It adds meaning by describing each parameter (e.g., 'program UID', 'org unit UID', 'max enrollments'), but does not mention the default value for limit or clarify UID format beyond what the schema provides.

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 clearly states the tool queries enrollments, defined as 'tracked entities entering a program', using specific verb and resource. However, it does not distinguish from sibling tools like get_events or get_analytics.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives, such as get_events for events or get_analytics for aggregated data. The description only explains what the tool does, not the context of use.

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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