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YGao2005

Scholar Feed MCP Server

by YGao2005
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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

A4.5/5.0

Scored across 25 tools

Disambiguation4/5

Most tools have clearly distinct purposes, but some overlap exists between search and discovery tools like ask_library, find_gaps, get_field_orientation, and get_foundational_lineage. However, detailed descriptions help differentiate them.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with underscores. Even compound names like get_foundational_lineage adhere to this pattern, making it predictable and easy for agents to understand.

Tool Count4/5

25 tools is slightly above the typical 3-15 range, but the server covers a broad domain (library management, search, analysis, watches, collections, author discovery, etc.), justifying the count. It is not excessive.

Completeness5/5

The tool set provides comprehensive coverage: CRUD operations for libraries, collections, watches, and full analysis capabilities (citation graphs, gap analysis, author discovery, embedding). No obvious gaps exist for the intended purpose.

Maintenance

ActivityMaintained
ResponsivenessSlow

Resources