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bharathvardhan

Climate MCP Server

by bharathvardhan
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Python
Hybrid

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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

    A3.9/5.0

    Scored across 26 tools

    Disambiguation5/5

    Each tool has a well-defined, distinct purpose. Overlaps like fund_summary vs fund_details vs fund_stage_totals are clearly differentiated in descriptions, and audit/schema tools are separate from analysis tools. No ambiguity.

    Naming Consistency5/5

    All tool names use snake_case with a consistent verb_noun or noun_verb pattern (e.g., start_run, list_datasets, fund_summary). No mixing of conventions like camelCase.

    Tool Count4/5

    26 tools is on the higher side but still reasonable for a comprehensive climate finance analysis server. Each tool earns its place with distinct functionality, though slight trimming could be considered.

    Completeness4/5

    The tool surface covers CRUD-like operations (search, get details, summarize, compare, rank, filter) and includes audit/meta tools. Minor gaps exist (e.g., no direct update tool), but core analytical workflows are well-covered.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources