A
licenseC
qualityD
maintenanceExposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousness proxies, ethics monitor) as MCP tools, resources, and prompts to AI assistants.
24
MIT
ASTRA — Unified Research Lab + MCP Server
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TDQS
C2.6/5.0
Scored across 50 tools
Disambiguation4/5
Tool names are descriptive and use domain prefixes (np_, sensor_, tcai_, wm_) which help differentiate them. However, the high number of tools (50) and some overlapping status functions (e.g., get_snn_state, get_system_status) may cause occasional confusion, though descriptions are detailed.
Naming Consistency5/5
Naming is highly consistent: each domain uses a clear prefix (tcai_, np_, sensor_, wm_), followed by descriptive verb_noun snake_case. Exceptions are few (e.g., get_acm_score) but still follow the same pattern. No mixing of casing or styles.
Tool Count3/5
With 50 tools, the server is on the heavy side, but the scope (Unified Research Lab with multiple subsystems) justifies the count. The prefix grouping mitigates navigation issues, yet the sheer number may still overwhelm an agent.
Completeness3/5
The tool surface covers core operations for simulations, consciousness, sensors, and world model, but lacks certain lifecycle management tools (e.g., no list/delete for memories, no sensor configuration). Dead ends exist, such as no update tool for system parameters beyond set_parameter.
Maintenance
ActivityInactive
ResponsivenessNo issues