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ELumya

mcp-openalex

by ELumya

search_institutions

Read-only

Search for academic institutions by name, with optional filters for country code or institution type. Find universities, companies, and research organizations.

Instructions

Search institutions by name, optionally filtered by country or type.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
query_stringYesInstitution name
country_codeNoISO country code, e.g. US, FR
institution_typeNoeducation, healthcare, company, …
limitNo
pageNo
sortNofield:asc|desc

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already declare readOnlyHint=true, so the tool is known to be a safe read operation. The description adds that it searches by name with filters, which is consistent but does not disclose additional behaviors beyond what annotations and schema provide.

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?

The description is a single concise sentence that front-loads the core action. However, it omits important context about pagination and sorting, making it slightly under-specified for the number of parameters.

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, the description does not need to explain return values. However, despite covering the main search function and filters, it does not mention pagination, sorting, or the list nature of results, leaving gaps for a tool with 6 parameters.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 67%, but the description does not add meaning beyond the schema for the documented parameters (query_string, country_code, institution_type). It fails to compensate for the undocumented parameters 'limit', 'page', and 'sort', which are not mentioned in the description.

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 clearly states the verb 'search', the resource 'institutions', and the primary parameter 'by name'. It distinguishes from sibling tools like 'fetch_institution' (which likely fetches by ID) and other search tools for different resources.

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

Usage Guidelines3/5

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

The description implies usage when searching institutions by name with optional filters, but does not provide explicit guidance on when to use this tool versus alternatives (e.g., 'fetch_institution' for known IDs) or when not to use it.

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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