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BioPython MCP Server

BioPython MCP Server

by kmaneesh

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    TDQS

    B3.4/5.0

    Scored across 32 tools

    Disambiguation3/5

    There is some overlap between tools, particularly with multiple PubMed search functions (search_pubmed and pubmed_search) and the generic entrez_search also able to search PubMed. Other tools are largely distinct, but the redundancy creates potential confusion for an agent selecting the appropriate tool.

    Naming Consistency4/5

    Most tools follow a verb_noun pattern (e.g., calculate_gc_content, fetch_uniprot), but a few deviate like reverse_complement (verb_object) and clinvar_variant_lookup (object_action). Overall naming is clear and mostly consistent.

    Tool Count2/5

    With 32 tools covering multiple subdomains (sequence analysis, alignment, phylogenetics, NCBI, structure, literature), the tool count is high for a single MCP server. This breadth suggests the server could be split into more focused servers for better manageability and clarity.

    Completeness3/5

    The toolset covers a wide range of bioinformatics tasks, but there are notable gaps such as missing tools for sequence format conversion, codon usage analysis, or comprehensive structural analysis. Additionally, the multiple_sequence_alignment tool is noted as a placeholder, indicating incomplete implementation.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues