Analytics

ContextForge analytics are read-oriented dashboard and MCP surfaces backed by Brain Admin RPCs. The current Forge implementation does not run a self-healing service or automatic code fixer.

Dashboard Analytics

The dashboard uses GridViewSpec page builders to present:

• Trace counts, status summaries, latency, and token/cost estimates.
• Memory layer statistics and episodic event search.
• Tenant and filter metadata.
• Knowledge node listings.
• Service status probes.

MCP Analytics Tools

Tool	Purpose
get_analytics_summary	Rich analytics summary for dashboard and operators
get_system_analytics	Cheap aggregate system metrics
search_traces	Trace search across visible tenants
search_episodes	Episodic event search
get_memory_layer_stats	Memory layer totals and breakdowns
get_cells	BrainCell listing

Data Path

Dashboard / MCP
  -> BrainAdminClient
  -> ContextBrain Admin RPCs
  -> Brain storage backends

The old ContextView analytics and healing classes are not part of the active code path.