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HypePaper

topic_overview

One taxonomy topic by name or id: where it sits (parents, level), its child topics with subtree paper counts, the benchmarks/datasets its papers report on, the topic experts available for expert_ask / expert_notes, and its top papers by hype. Use to orient in a field before sota_papers or to pick the right subtopic id. [Free · 1 credit]

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "topic": "<topic>"
    },
    "name": "topic_overview"
  }
}

Input Schema

NameRequiredDescriptionDefault
topicYesTopic name or UUID

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does disclose the payload shape and the cost model ('[Free · 1 credit]'), which is genuinely useful for planning. It omits failure behavior (unknown topic name), whether name lookup is fuzzy, and how many 'top papers' are returned.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Content is front-loaded and every clause maps to a real return field or routing decision; nothing is filler. The first sentence is a long, comma-spliced list that is dense to parse but not wasteful.

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

Completeness5/5

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 must convey the return payload, and it does so comprehensively while also covering usage routing and credit cost. For a single-parameter read tool this leaves nothing an agent critically needs.

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?

Schema coverage is 100% and there is only one parameter, so the schema already documents 'Topic name or UUID'. The description's 'by name or id' merely restates this without adding format, resolution, or ambiguity-handling detail. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource — fetch one taxonomy topic by name or id — and enumerates exactly what the record contains (parents/level, child topics with subtree paper counts, benchmarks/datasets, topic experts, top papers by hype). This is clearly distinguishable from siblings such as expert_ask, sota_papers, 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?

Gives concrete when-to-use guidance: 'orient in a field before sota_papers' and 'pick the right subtopic id', naming a downstream alternative explicitly. It does not state exclusions or what to do if the topic name is ambiguous, so it falls short of a full when/when-not rubric.

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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