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Athena MCP Server

by demeet2k
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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

    C2.5/5.0

    Scored across 336 tools

    Disambiguation2/5

    Many tools share the same action suffix (observe, predict, evsi, get, recent, replay) across different model families; for example, there are at least ten *_observe tools and several decision-EVSI variants whose boundaries are only clear from dense descriptions. While domain prefixes help, an agent would frequently need to read lengthy descriptions to avoid mis-selecting between similar causal, GP, Bayesian, and belief variants.

    Naming Consistency4/5

    The vast majority follow a consistent `athena_<domain>_<action>` snake_case pattern, and the domain prefix provides predictable grouping. However, a minority use bare verb names (hydrate, orchestrate, register, search) or verb-first names (add_edge, apply_transform, reconstruct_state), so the convention is not perfectly uniform.

    Tool Count1/5

    336 tools is an extreme mismatch for an agent-facing surface. Even with broad domain ambitions, this overwhelms context windows and tool-selection; it should be split into multiple focused servers or drastically consolidated.

    Completeness3/5

    The surface covers an impressively wide range of domains and many resources have get/recent/replay/state lifecycles. However, several resources lack obvious lifecycle operations (e.g., party leave/disband, branch create/delete, claim revoke/update), and the many model-specific variants do not add distinct capabilities, leaving notable gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive

    Resources