Skip to main content
Glama

get_researcher

Read-only

Get a researcher's public profile by id: name, institution, auto-generated research-interest summary, CV, tracked/attended conferences and tracked journals. REQUIRES CREDENTIALS: Authorization: Bearer (free API key from https://www.myhuiban.com/account/api-keys, or a JWT from POST /api/login). Never includes contact details; by id only — there is no researcher search or enumeration.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesResearcher (user) id

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds valuable behavioral context: it requires credentials (Bearer token), always excludes contact details, and has no search/enumeration capability. This goes beyond the annotation by clarifying authorization needs and data exclusions, though it does not mention error scenarios or exact response structure.

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 two sentences that are front-loaded with the purpose and include only essential operational details (credentials, exclusions, limitations). Every sentence adds value and there is no filler.

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 has only one parameter, no output schema, and a read-only annotation, the description covers all necessary context: what is returned, what is not returned, how to authenticate, and the id-based access pattern. It is complete for this level of complexity.

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?

The input schema covers 100% of the single parameter with a clear description ('Researcher (user) id'). The description reinforces 'by id' but does not add new semantic details such as format, constraints, or examples. Baseline 3 is appropriate since the schema already does the heavy lifting.

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 begins with a specific verb+resource: 'Get a researcher's public profile by id' and enumerates the exact contents (name, institution, research-interest summary, CV, conferences, journals). It clearly distinguishes from sibling tools by focusing on researchers vs conferences/journals/statistics, and there is no other researcher-specific tool.

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

Usage Guidelines4/5

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

The description provides explicit when-to-use ('by id only') and when-not-to-use ('there is no researcher search or enumeration', 'Never includes contact details'). It also notes the credential requirement as a prerequisite. However, it does not name specific alternative tools, though no search/list researcher siblings exist, so the exclusion is effectively guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

A4.4/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: get individual entities (conference, journal, researcher), get statistics, browse lists, or search. There is no overlap; list vs search are differentiated by predefined rankings vs keyword filtering.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern in snake_case: get_*, list_*, search_*. The verbs are appropriate and predictable, with no mixing of conventions.

Tool Count5/5

8 tools is well-scoped for a read-only academic venue information service. It covers retrieval, browsing, searching, and statistics without excess or deficiency.

Completeness5/5

The tool surface covers all expected operations for the domain: individual entity retrieval (conference, journal, researcher), browsing (lists), searching (conferences/journals), and site statistics. Related data is included in entity details, and intentional gaps (no researcher search) are documented.