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ephys-mcp

by happyc0der
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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

    B3.3/5.0

    Scored across 24 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, and the descriptions separate similar operations well. Minor overlap exists between open_session/get_session_info (both return metadata) and detect_spikes/sort_spikes (both derive spike times from broadband data), but the descriptions clarify the different workflows.

    Naming Consistency5/5

    Tool names follow a consistent snake_case verb_noun pattern: open_session, close_session, get_session_info, set_probe_geometry, list_sources, fit_decoder, sort_spikes, plot_raster. The naming convention is uniform and predictable across all 24 tools.

    Tool Count3/5

    At 24 tools, the server is on the heavy end of the borderline range and covers a broad electrophysiology workflow. While each tool seems to have a legitimate role, the sheer number may make tool selection more difficult than necessary.

    Completeness4/5

    The tool set covers the main ephys lifecycle: dataset discovery, session open/close, metadata, signal quality, spike detection/sorting, decoding, latent factor analysis, and plotting. Minor gaps exist, such as no explicit list of currently open sessions or raw signal extraction, but these are workable around and do not block the core workflow.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive

    Resources