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Scholarly Works (OpenAlex): Search institutions

scholarly__institutions-search
Read-onlyIdempotent

Universities and research institutions with output stats. Free within the daily allowance, then $0.002 USDC per call via x402.

Input Schema

NameRequiredDescriptionDefault
searchYesInstitution

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. 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 readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered. The description adds genuine value by disclosing the cost model (free within daily allowance, then $0.002 USDC via x402), but says nothing about result limits, pagination, or what 'output stats' actually contains.

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?

Two tight sentences, front-loaded with the resource and then the cost caveat; nothing is redundant. It loses a point only because the primary purpose is expressed as a noun phrase rather than an explicit action.

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 an output schema present, return values need not be explained, and annotations cover the safety profile. However, for a search tool sitting among several institution/organization search siblings, the absence of any matching-scope or alternative-routing detail leaves a real gap.

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 description coverage is 100% for the single 'search' parameter, so the schema already carries the semantics. The description adds no query-syntax or matching-behavior detail, so the 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 identifies the resource precisely ('Universities and research institutions with output stats'), and the tool name supplies the search verb. It is clear what domain is queried, but it never distinguishes itself from the obvious sibling ror__search, which also resolves organizations/institutions.

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, when-not-to-use, or alternative routing is provided. The only guidance is commercial (free allowance then x402 pricing); an agent gets no help deciding between this and ror__search or ror__organisation.

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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