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Liyux3

scholar-mcp

by Liyux3

knowledge_base

Manage saved academic papers: save papers by title or DOI, organize into collections, search your library, and attach notes.

Instructions

Manage saved papers in the knowledge base.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionNo"save" to save papers, "list" to list papers, "search" to search, "collections" to list all collectionslist
paper_titlesNoComma-separated paper titles or DOIs (for action="save")
collectionNoCollection name (default: "default")default
queryNoSearch query (for action="search")
notesNoNotes to attach to saved papers (for action="save")
limitNoMaximum papers to return

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided, so the description carries full burden. It does not disclose side effects (e.g., save is write, list is read-only) or other behavioral traits. The schema partially informs but the description adds nothing.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single short sentence, making it concise but lacking structure. It does not front-load key details about the tool's multiple actions.

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?

Given the tool's complexity (6 parameters, multiple actions) and absence of annotations, the description is incomplete. It does not explain the action parameter or differentiate from sibling tools.

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?

Schema coverage is 100%, so baseline is 3. The description adds no extra meaning to parameters beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Manage saved papers in the knowledge base' is vague but gives a general domain. It does not specify the multiple actions available (save, list, search, collections), which would improve clarity.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus siblings (e.g., search_papers for broad search). The description does not indicate that this tool is for personal saved papers, not general search.

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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