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Research Intelligence MCP

by supuni9622
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Python
Remote

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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

    A4.4/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a distinct purpose: health check, paper search by query, single paper retrieval by identifiers, citation graph, reference graph, related papers, and access resolution. No two tools overlap in functionality.

    Naming Consistency4/5

    Most tools follow a verb_noun pattern (search_papers, get_paper, get_paper_citations, etc.). The only exception is health_check, which is a common noun_noun pattern but still consistent with the server's style. Overall naming is clear and predictable.

    Tool Count5/5

    With 7 tools, the server covers the core workflow of academic paper discovery and retrieval without being bloated. Each tool serves a specific need, and the count is well within the ideal range for a focused MCP server.

    Completeness5/5

    The tool surface covers the full lifecycle of academic paper research: searching, retrieving metadata, traversing citation/reference/related paper graphs, and resolving access information. No obvious gaps for the stated purpose of paper discovery and retrieval.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources