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laszlopere

mcp-molecules

by laszlopere
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Python
Hybrid

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    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

    A4.1/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: lookup compounds, report server info, compute isotope distribution, and calculate molecular weight. There is no functional overlap, and the detailed descriptions prevent confusion.

    Naming Consistency3/5

    Tool names mix patterns: 'find_chemical_compound' follows verb_noun, while 'info', 'isotope_distribution', and 'molecular_weight_calculator' are noun phrases. The inconsistent verb usage and the terse 'info' name break a predictable pattern.

    Tool Count5/5

    With 4 tools, the server is well-scoped for its purpose of chemical compound lookup and calculation. Each tool earns its place without feeling sparse or bloated.

    Completeness4/5

    The server covers core workflows: compound lookup, molecular weight, and isotope distribution. Minor gaps exist, such as missing tools for property lookup or cache management, but the domain is well-served by the current set.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

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