No user-submitted related servers found.
Scored across 14 tools
Most tools target distinct actions, but get_brain_state, get_band_powers, get_signal_quality, and stream_summary overlap significantly because get_brain_state already bundles band powers, metrics, and signal quality. stream_summary is especially vague and its description admits it currently returns only the live reading, making it hard to distinguish from get_brain_state.
The set mostly follows a predictable snake_case pattern with clear verb/noun forms such as list_devices, get_brain_state, mark_event, and start_neurofeedback. Minor deviations are bare verbs like connect, disconnect, record, and calibrate, plus the noun-like stream_summary, but these remain readable and conventional for session lifecycle actions.
Fourteen tools is well-scoped for an EEG/BCI server that needs device lifecycle, signal inspection, calibration, events, recording, and neurofeedback. Each tool generally corresponds to a meaningful part of the live BCI workflow without excessive surface area.
The surface covers the core lifecycle: device discovery, connect/disconnect, signal and brain-state reads, calibration, event marking, recording, and neurofeedback start/score. Minor gaps remain, notably no explicit stop_neurofeedback or clear session-stop operation beyond disconnect, and marker/event retrieval is absent.