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qubitsok — Quantum Computing Jobs, Papers & Researchers

Quantum Market Overview

getMarketOverview
Read-only

Get a snapshot of the quantum computing landscape — no parameters needed. Use when the user asks broad questions like "how's the quantum job market?", "what are trending topics?", or wants an overview of the quantum computing industry. Returns: total active jobs, top hiring companies, jobs by role type, papers published this week, total researchers tracked, and trending technology tags. For specific job/paper/researcher searches, use the dedicated search tools instead.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the read-only nature is established. The description adds that it requires no parameters and returns a snapshot of current data, which conveys a point-in-time behavior. It doesn't discuss potential limitations like data freshness, but for a simple read operation this is adequate.

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 tightly written, leading with the purpose, then usage conditions, return payload, and alternatives. Every sentence contributes information without fluff.

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?

Given the tool's simplicity (no params, no output schema), the description fully covers functional purpose, use cases, and output contents. It also directs to sibling tools for specific queries, making the overall context complete.

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?

The tool has zero parameters and the schema coverage is 100% (empty). The description correctly notes 'no parameters needed', making parameter semantics unnecessary. Baseline of 4 applies.

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?

The description uses a specific verb ('Get a snapshot') and resource ('quantum computing landscape'), clearly distinguishing itself from sibling search tools by stating it provides a broad overview. It also enumerates the exact data returned, removing ambiguity.

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

Usage Guidelines5/5

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

Explicitly states when to use ('when the user asks broad questions like...') and when not to use ('For specific job/paper/researcher searches, use the dedicated search tools instead'), naming the alternatives.

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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TDQS

A4.7/5.0
Disambiguation5/5

Each tool targets a distinct resource and action. Search tools are clearly separated by domain (jobs, papers, researchers), and retrieval tools serve specific lookups (details, latest, overview). Descriptions include explicit cross-references to prevent misselection.

Naming Consistency5/5

All tool names follow a consistent verb-first camelCase pattern: get* for direct lookups and search* for queries. Resource nouns are logically named (JobDetails, PaperDetails, LatestPapers, MarketOverview, Jobs, Papers, Collaborators), with only minor variation like 'LatestPapers' versus 'PaperDetails'.

Tool Count5/5

Seven tools is an ideal size for a server covering three primary resources (jobs, papers, researchers) plus a market overview. Each tool has a unique role with no redundancy, and the count fits comfortably within the 3-15 tool sweet spot.

Completeness4/5

Jobs and papers both have full search and details endpoints, and researchers have a rich search with profile data. Minor gaps include the lack of a dedicated researcher detail endpoint and limited cross-linking between researcher profiles and their papers, but core workflows are covered.

Resources