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cholhwanjung

Claude Desktop Research MCP Server

by cholhwanjung

get_hf_daily_papers

Retrieves Hugging Face daily papers ranked by popularity. Accepts an optional date and limit for customized results.

Instructions

Hugging Face Daily Papers를 받아 인기 순으로 반환합니다 (ADR-006 fallback chain).

Args: date: YYYY-MM-DD. 비우면 오늘(UTC). limit: 상위 N개 (기본 10).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateNo
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
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 results are ordered by popularity and includes a default limit, but lacks details on error handling, rate limits, or authentication requirements. The mention of a fallback chain hints at reliability but is vague.

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?

Extremely concise: two sentences in the main description plus two lines for parameters. Front-loaded with the main action, then direct parameter details. No wasted words.

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

Completeness4/5

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

Given the output schema exists and parameters are fully explained, the description is almost complete. It could mention that the tool is read-only or clarify the fallback chain, but these are minor omissions. No major gaps.

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

Parameters5/5

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

Schema documentation coverage is 0%, so the description must fully explain parameters. It clearly specifies the date format (YYYY-MM-DD), that blank defaults to today UTC, and limit meaning top N with default 10. This adds essential meaning beyond the raw schema.

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 tool retrieves 'Hugging Face Daily Papers' and returns them in popularity order. This verb+resource combination is specific and distinguishes it from sibling tools like search_papers or get_paper_by_id.

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?

Implied usage is to fetch daily papers sorted by popularity, but there is no explicit guidance on when to use this tool versus alternatives such as search_papers or get_recommended_papers. The cryptic mention of 'ADR-006 fallback chain' is not helpful for decision-making.

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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