Get a topic overview
get_topicTopic overview: description, key concepts, dossier preview, the most influential and the newest papers. Free.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes |
get_topicTopic overview: description, key concepts, dossier preview, the most influential and the newest papers. Free.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so safety is fully covered. The description adds genuine value by disclosing the exact content of the response and its free pricing. It omits any limits (how many papers are returned, truncation) which would matter for a preview-style tool.
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 fragment sentence that front-loads the resource and enumerates returned fields with no filler. The clipped 'Free.' is terse but does carry pricing information, so nothing is wasteful, though the telegraphic phrasing borders on under-specification.
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?
No output schema exists, so the description reasonably lists returned components, and annotations cover safety. But for a single-required-parameter tool, the unexplained slug and the lack of any guidance on obtaining it or on result size leave a meaningful gap.
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?
There is one required parameter, slug, with 0% schema description coverage, so the description must compensate and does not. It never says what a slug is, where it comes from (presumably list_topics), or its format, leaving the only required input unexplained.
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?
Names a specific resource (topic overview) and enumerates the payload: description, key concepts, dossier preview, influential and newest papers. It is clear what the tool returns, but it never distinguishes itself from the sibling get_dossier or preview_dossier, which overlap heavily with 'dossier preview'.
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 trailing 'Free.' implies a cost tradeoff versus paid siblings like get_dossier or get_research_pack, which is an implicit usage signal. However, there is no explicit statement of when to call this instead of preview_dossier or get_dossier, so the agent must infer.
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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