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List cluster partner institutions

list_cluster_partners
Read-onlyIdempotent

Cluster partner institutions grouped by catalogue category, with citation links.

Input Schema

NameRequiredDescriptionDefault
categoryNoOptional: amrc | privileged | cooperation | global, or a category label

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / category / maxLength
      Added value: +1000
  2. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so safety and idempotency are covered. The description adds the useful detail that results are grouped by category and include citation links, but says nothing about pagination, result size, or what an empty cluster returns.

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 short sentence with the resource front-loaded and no filler. It is efficient, though it is arguably under-specified rather than optimally tight.

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

Completeness3/5

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

With no output schema, the description should convey return structure; 'grouped by catalogue category, with citation links' partially does this but leaves the grouping shape and citation format unspecified. Adequate but with a clear gap for a list tool.

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 the single optional category parameter is documented in the schema with its accepted values (amrc | privileged | cooperation | global). The description adds no syntax or filtering semantics beyond that, so the schema does the heavy lifting and a baseline 3 is appropriate.

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 resource (cluster partner institutions) and a distinguishing trait (grouped by catalogue category, with citation links), so an agent can tell what it returns. It does not, however, differentiate itself from the many sibling list_* tools (list_institutions, list_groups, list_categories), leaving the 'cluster' concept undefined.

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?

There is no when-to-use guidance and no alternatives named. With list_institutions and list_categories among the siblings, the agent has no signal for choosing this tool over them.

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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