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Biomedical Research MCP Server

by shaiksameer667ss-prog
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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

    B3.1/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: experiment operations, document metadata, extracted content, evidence search, and calculation are separated by domain object. The only mild ambiguity is between search_research_content and search_research_evidence, but their descriptions indicate different search mechanisms.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern using get, add, search, extract, and calculate. The naming is predictable and makes the action and target clear across the entire set.

    Tool Count5/5

    Ten tools is well within the ideal range for a domain-specific server. Each tool covers a distinct aspect of experiment management, research document handling, content extraction, evidence retrieval, or calculation without unnecessary overlap.

    Completeness3/5

    The server supports creating, retrieving, and searching experiments and research documents, plus PDF content extraction and evidence lookup, which covers primary workflows. However, there are no update or delete operations for experiments or documents, and research document metadata cannot be searched directly, leaving notable lifecycle gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources