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List groups

list_groups
Read-onlyIdempotent

Browse research groups and associations by name, with citation links.

Input Schema

NameRequiredDescriptionDefault
limitNoDefault 50, max 200
offsetNo
keywordNoName or acronym, partial

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / keyword / description
      Added value: +"Name or acronym, partial"
    • addedInput schema / properties / keyword / maxLength
      Added value: +1000
  2. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false, destructiveHint=false, covering the safety profile. The description adds only that results include 'citation links,' which is minor context. It says nothing about pagination behavior or result ordering beyond what the schema implies.

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?

A single, front-loaded sentence with the resource named first. No wasted words, though it is arguably too sparse given the tool's role among many list_* siblings.

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

Completeness2/5

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

For a list tool in a dense family of list_* siblings, the description omits pagination behavior, result ordering, and any differentiation from list_institutions/list_journals. With no output schema, the agent gets little about what a 'group' record contains or how to page through results.

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 67% (limit and keyword documented, offset not). The description mentions browsing 'by name,' loosely tying to the keyword parameter, but adds no format or syntax detail beyond the schema. Baseline 3 is appropriate given the schema does most of the work.

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 clear verb+resource ('Browse research groups and associations') with a scope hint ('by name'). It is distinguishable from list_institutions, list_journals, etc. by the 'groups and associations' resource, though it doesn't explicitly contrast with those siblings.

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

Usage Guidelines2/5

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

No when-to-use guidance. It doesn't say when to use list_groups versus search for a specific group by keyword, nor does it reference any alternative sibling. The 'keyword' param implies narrowing but the description gives no routing context.

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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