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List research topics

list_topics
Read-onlyIdempotent

List the archive topics (optionally for one domain) with paper counts and whether a premium dossier exists. Free.

Input Schema

NameRequiredDescriptionDefault
domainNoDomain slug, e.g. ai, quantum-computing, superconductivity, medicine, energy, astro, math-cs.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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 covered. The description adds genuinely new behavioral context: the listing surfaces per-topic paper counts and whether a premium dossier exists, and that the call is free — useful for deciding whether to escalate to a paid dossier tool.

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?

A single sentence with zero filler; the resource, the optional filter, the returned fields and the cost signal all appear up front. Nothing to trim.

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

Completeness4/5

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

There is no output schema, but the description names the key return fields (topics, paper counts, dossier availability), which is what an agent needs to decide whether to follow up with get_topic or get_dossier. Minor gaps: no ordering, pagination or result-size expectations for a list endpoint.

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?

With one optional parameter at 100% schema description coverage, the schema already explains the domain slug with concrete examples. The description only restates that the domain scopes the listing, adding no format or matching semantics beyond the schema.

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?

States a specific verb and resource ("List the archive topics") and previews the payload: paper counts and a premium-dossier flag. It implicitly contrasts with the singular get_topic and with dossier tools, but never names a sibling to sharpen the boundary.

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

Usage Guidelines3/5

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

"Optionally for one domain" tells the agent the filter is optional, and "Free" hints at a cost/tier distinction versus premium siblings like get_dossier or preview_dossier. However, there is no explicit when-to-use-this-instead-of-get_topic or search_archive guidance, so the routing is left to inference.

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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