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smaniches

Semantic Scholar MCP Server

semantic_scholar_snippet_search

Read-onlyIdempotent

Search within academic paper full texts to find relevant snippets. Returns context-rich results with filters for year, field, and citation count.

Instructions

Search within paper full text. Returns text snippets with context.

Note: This endpoint is heavily rate-limited without an API key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint. The description adds a specific behavioral trait: heavy rate-limiting without an API key. This provides useful context beyond annotations.

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?

Two sentences front-load the purpose and add a critical usage note. No redundant words; every sentence adds value.

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?

Given the complexity of the input schema (8 parameters) and presence of output schema, the description covers core functionality but omits parameter hints. The output schema reduces the need for return value explanation, but filter capabilities are not mentioned.

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

Parameters2/5

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

Despite the input schema having detailed descriptions (coverage is given as 0% in context), the tool description includes no parameter information. With low schema coverage, 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 'Search' and the resource 'paper full text', and specifies the return type 'text snippets with context'. This distinguishes it from siblings like semantic_scholar_search_papers which search metadata.

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?

No explicit when-to-use or when-not-to-use guidance is given. The rate-limit note implies caution without API key, but no alternatives are mentioned. Usage is somewhat implied by the purpose.

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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