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
C2.4/5.0
Scored across 50 tools
Disambiguation4/5
Most tools have distinct, specific purposes due to domain-specific prefixes and detailed descriptions. However, the large number (50) and some acronym-heavy names may cause minor confusion between closely related tools like tcai_cycle and tcai_active_inference.
Naming Consistency3/5
Naming is somewhat inconsistent: subdomain prefixes (tcai_, np_, snn_, wm_, sensor_) provide structure, but verb placement varies (e.g., `inject_spikes` vs `export_snapshot` vs `simulation_control`). Some tools use `get_` prefix while others don't, creating a mix.
Tool Count2/5
With 50 tools, the server is overloaded relative to typical MCP servers. While the scope is broad (consciousness, neuroplatform, world model, sensors, SNN), the number of tools makes navigation and selection difficult for an agent.
Completeness4/5
The tool surface covers core workflows for each subdomain: consciousness cycle, neuroplatform control, world model operations, sensor fusion, and ethical checks. Minor gaps exist (e.g., no explicit tool for configuration persistence), but overall it is comprehensive.
Maintenance
ActivityInactive
ResponsivenessNo issues