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library_emergent_topics

Your personal library: List emergent Trend / ApproachFamily clusters ordered by paper_count (default) or created_at when 'since' is provided. Use for 'what's trending?' or 'what's new in this area?' style questions. Returns cluster name, type, paper_count, and a preview of member concepts. [Free · 1 credit]

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "library_emergent_topics"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNo
sinceNoISO-8601 date or datetime; clusters created after this point

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

With no annotations supplied, the description has to carry the behavioral burden, and it does disclose the ordering rule (paper_count by default, created_at when 'since' is passed), the returned fields, and the cost tier. It leaves out whether this is strictly read-only, pagination behavior beyond limit, and any permissions needed to access the personal library.

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 short and front-loaded: resource and ordering are stated first, then the usage trigger, then the return shape, then the cost tag. Every sentence adds information an agent can act on.

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, so the description correctly enumerates the return fields, and the tool is simple with only two optional parameters. It is nearly complete, but the unexplained limit parameter and an unspecified permissions model leave minor gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 50%: 'since' is documented in the schema, but limit is not. The description compensates by explaining that 'since' changes the sort order, which is real semantics beyond the schema; limit remains unexplained in both places.

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 names a specific verb and resource: listing emergent Trend / ApproachFamily clusters within the user's personal library, ordered by paper_count or created_at. That tells an agent what the tool produces and its scope, though it does not explicitly contrast itself with trend-oriented siblings such as entity_trends or benchmark_timeline.

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

Usage Guidelines4/5

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

It gives concrete usage context: 'what's trending?' or 'what's new in this area?' style questions. That is a clear trigger, but the description names no alternatives or exclusion conditions, so the agent must infer when another tool would fit better.

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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