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Google Scholar MCP Server

Google Scholar MCP Server

by HasData
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Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4.1/5.0

Scored across 2 tools

Disambiguation5/5

The two tools serve clearly distinct purposes: one performs searches across Google Scholar, while the other retrieves citation formats for a previously returned result. There is no functional overlap, and their complementary relationship is explicit.

Naming Consistency4/5

Both names share the same provider prefix and follow a snake_case get-style verb, making them predictable. The resource segment differs (cite vs scholar), but this is minor and does not obscure meaning.

Tool Count3/5

With only two tools, the server feels thin for a domain as broad as Google Scholar. However, the two tools cover the most essential scholarly search and citation workflows, so the count is borderline but not unreasonable.

Completeness4/5

The core workflow of searching for scholarly results and retrieving citation formats is well covered. Missing capabilities like fetching a full author profile or a detailed cited-by list are notable but can be worked around via the existing search parameters.

Maintenance

ActivityActive
ResponsivenessNo recent community issues

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