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 MCP Server
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TDQS
C2.3/5.0
Scored across 50 tools
Disambiguation2/5
Many tools have similar names and overlapping purposes, especially the 'tcai_' series (e.g., tcai_active_inference, tcai_convergence, tcai_curiosity) and 'np_' tools. Detailed descriptions help, but the high number of specialized tools makes it hard for an agent to disambiguate without deep domain knowledge.
Naming Consistency4/5
Most tools use a consistent snake_case pattern with domain prefixes (e.g., np_, tcai_, sensor_, wm_). Exceptions like 'inject_spikes' break the prefix pattern, but overall the naming is predictable and reasonably consistent across the set.
Tool Count2/5
50 tools is excessive for an MCP server. While the server covers a complex domain, such a large surface area likely overwhelms agents and indicates poor scoping. Many tools could be consolidated.
Completeness4/5
The tool set covers a wide range of necessary operations: system status, neuroplatform control, sensor pipelines, world model, and consciousness metrics. There are minor gaps (e.g., no explicit tool to delete memories or update sensor configs), but overall it is quite comprehensive for the stated purpose.
Maintenance
ActivityInactive
ResponsivenessNo issues