Resumen
Quarterly audit patron for MCP-using agents (Claude Code, Hermes, OpenClaw). Drops bloat, replaces narrow web/extraer skills con one Scavio MCP, re-measures token weight.
Desencadenador
Quarterly (manual)
Programación
Quarterly
Pasos del flujo de trabajo
Log cada herramienta invocation for 2 semanas
From sesion traces if disponible; honest journal otherwise.
Tag herramientas as usado / unused / duplicate
Bottom 20% by usage = caida candidates.
Drop never-invoked skills
Si you didn't usar it in 2 semanas, you don't necesita it loaded.
Drop duplicate skills
Multiple 'obtener URL' / 'search' variants → mantener one.
Replace 5-8 narrow web/extraer skills con one Scavio MCP
claude mcp agregar scavio https://mcp.scavio.dev/mcp.
Re-measure per-message entrada token cost
Before vs despues de; expect 4-8K entrada tokens saved per mensaje at heavy usage.
Implementacion en Python
# This is a config-discipline workflow. The actionable part:
# claude mcp list # list current MCPs
# claude mcp remove <unused>
# claude mcp add scavio https://mcp.scavio.dev/mcp --header 'x-api-key: $SCAVIO_API_KEY'Implementacion en JavaScript
// CLI discipline; no application code.Plataformas utilizadas
Búsqueda web con grafo de conocimiento, PAA y resúmenes de IA