Skip to main content
Glama
xiaoxiaoxiaotao

paper-search-mcp

build_literature_digest

Search academic sources, deduplicate overlapping papers, and generate a compact literature review digest.

Instructions

Search across sources, deduplicate overlapping papers, and return a compact literature review digest.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
include_arxivNo
max_results_per_sourceNo
include_semantic_scholarNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses that the tool searches, deduplicates, and returns a digest, which are key behaviors. However, it does not mention whether it is read-only, rate limits, or side effects.

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?

Single sentence, 14 words, with front-loaded action. Every word earns its place.

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

Completeness2/5

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

With 4 parameters and no annotations, the description is incomplete. It lacks parameter explanations and fails to specify return details, though output schema exists. Missing context for agent decision-making.

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

Parameters1/5

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

Schema description coverage is 0%, and the description does not explain any parameters. It fails to add meaning for `query`, `include_arxiv`, `max_results_per_source`, or `include_semantic_scholar`. The description should compensate but does not.

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 'build' with the resource 'literature digest', and explains it involves searching, deduplicating, and returning a compact digest. It distinguishes from siblings like individual search tools by combining multiple sources.

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 aggregating from multiple sources, but does not explicitly state when to use it versus alternatives like searching individually. No when-not or exclusion criteria provided.

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/xiaoxiaoxiaotao/paper-search-mcp'

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