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evo2-mcp-server

by Shiroko114514
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Python
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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 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: forward pass for layer tensors, sequence log-likelihood scoring, single variant effect, batch variant scoring, and FASTA-based scoring. The descriptions clearly delineate usage scenarios, reducing misselection risk.

    Naming Consistency5/5

    All tools follow the evo2_ verb-noun pattern (forward, score, variant_score, batch_score, score_fasta). While the second part varies, the consistent prefix and action-oriented naming make the set predictable and easy to navigate.

    Tool Count5/5

    Five tools is well-scoped for a focused DNA model inference server. Each tool adds a distinct capability without redundancy, covering single sequence, variant, batch, and file-based scoring.

    Completeness5/5

    The surface covers the core workflows for an Evo2 model: sequence scoring, variant effect analysis (single and batch), FASTA batch processing, and forward pass tensor extraction. No obvious dead ends or missing critical operations for the stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources