Skip to main content
Glama
XWang20

semanticscholar-mcp-server

by XWang20

autocomplete_semantic_scholar_papers

Complete partial search queries with relevant paper-title suggestions from Semantic Scholar.

Instructions

Suggest paper-title query completions for a partial query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description must convey behavioral traits. It only states the core action and does not disclose any side effects, authentication needs, rate limits, or the nature of the response. The description 'Suggest... completions' is minimal and assumes read-only behavior without stating it.

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 a single, focused sentence with no unnecessary words. It front-loads the essential information about what the tool does and the condition under which it operates.

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?

For a simple single-parameter tool with an output schema, the description covers the basic purpose and parameter meaning. However, it lacks any guidance on when to use this tool versus alternatives and does not disclose behavioral expectations such as whether it is read-only or any limitations. Thus, it is minimally sufficient but has clear gaps.

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 schema has one parameter 'query' with no description (0% coverage). The description adds the qualifier 'partial query', which clarifies that the input should be a partial paper-title string. This provides some meaning beyond the schema, but it does not elaborate on format or constraints, so it only partially compensates.

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 uses a specific verb 'Suggest' with a clear resource 'paper-title query completions' and scoping condition 'for a partial query'. This clearly distinguishes it from sibling search tools like search_semantic_scholar_papers, which return full results rather than completions.

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 the tool is for partial queries needing completions, but it does not explicitly state when to use this tool over alternatives or provide any exclusion criteria. There is no mention of related search tools or when autocomplete would be inappropriate.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/XWang20/semanticscholar-MCP-Server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server