Australia Open Data Search — Evidence
australia_open_data_search_evidenceFREE beta. Australian dataset search with descriptions, resource links, formats and provenance.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | Yes |
australia_open_data_search_evidenceFREE beta. Australian dataset search with descriptions, resource links, formats and provenance.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint, so the safety profile is clear. The description modestly adds context by noting it is free/beta and listing what results include, but does not disclose rate limits, pagination, or evidence-specific behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, economical sentence that front-loads the key resource and result features. The 'FREE beta' phrase is slightly promotional but not distracting; the description earns its place without excess.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple two-parameter search tool with rich annotations, the description covers the basic purpose and output fields. However, it omits the crucial distinction between 'evidence' and 'basic' sibling tools, which is important given no output schema and no parameter descriptions.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, and the description does not explain the 'query' or 'limit' parameters. 'Search' implies query is a search term, but limit semantics and constraints are left entirely to the schema, so the description fails to compensate for the low coverage.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific verb and resource: 'Australian dataset search' with useful result attributes (descriptions, resource links, formats, provenance). It is clear and informative, but it does not differentiate this 'evidence' variant from the sibling 'australia_open_data_search_basic' tool.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives no guidance on when to use this tool versus the sibling 'basic' version or any other alternative. The only contextual hint is the 'FREE beta' note, which does not explain selection criteria 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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