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GautamVhavle

Universal JSON Agent MCP

by GautamVhavle
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Python
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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    B3.4/5.0

    Scored across 26 tools

    Disambiguation3/5

    Most tools have clear roles, but several pairs overlap significantly: filter_objects is essentially a single-condition subset of multi_filter, unique_values overlaps with value_counts, and jsonpath_query/get_value/get_keys/count all retrieve related path-based information. Descriptions help, but an agent could reasonably choose the wrong tool for filtering or value inspection.

    Naming Consistency4/5

    All names use consistent snake_case, and most are action-oriented (filter_objects, sum_values, export_csv, get_structure). A few names are noun phrases (value_counts, unique_values, distinct_paths, jsonpath_query) rather than verb_noun, which is a minor deviation but still predictable.

    Tool Count3/5

    At 26 tools, the surface is heavy for a JSON analysis server and includes redundant or near-redundant operations such as filter_objects/multi_filter and the multiple aggregation tools. The breadth is plausible for a 'universal' JSON agent, but some consolidation would make the set easier to use.

    Completeness3/5

    The server covers loading, inspection, querying, filtering, aggregation, transformation, comparison, and export well. However, it lacks mutation operations such as setting/deleting fields, merging documents, or saving modifications back, which are notable gaps for a universal JSON agent.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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