Get Latest Research
get_latest_researchGet the most recently updated research articles.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| count | No | Number of articles (default 5, max 20) | |
| category | No | Optional filter by top-level category |
get_latest_researchGet the most recently updated research articles.
| Name | Required | Description | Default |
|---|---|---|---|
| count | No | Number of articles (default 5, max 20) | |
| category | No | Optional filter by top-level category |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full behavioral burden, and it does very little. It implies a read but does not state permissions, ordering semantics (what 'most recently updated' means on ties), pagination, or the shape of the result. Only the ordering intent is disclosed.
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?
A single front-loaded sentence with zero redundant or filler content. Every word earns its place.
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 tool with no annotations and no output schema, the definition is too thin: it does not describe the return shape, ordering guarantees, or how results relate to the sibling search/get tools. The two well-documented parameters are the only thing making it callable at all.
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 100%: the 'count' parameter documents its default of 5 and max of 20, and 'category' is described as an optional top-level filter. The description adds nothing beyond that, so the baseline 3 applies.
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?
States a specific verb ('get') and resource ('research articles') with a clear qualifier ('most recently updated'), so the agent knows it returns the newest items rather than arbitrary ones. It does not differentiate itself from the sibling search_research or get_article, so it falls short of a 5.
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?
There is no explicit when-to-use guidance and no mention of the alternatives (search_research, get_article, list_categories) that could be confused with it. Use is only implied by the phrase 'most recently updated', leaving the agent to infer that this is the 'browse newest' path versus search.
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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