Merge pull request #44 from AlexanderWhitestone/feature/memory-layers-and-conversational-ai

Phase 3-4: Cascade LLM Router + Tool Registry Auto-Discovery

src/dashboard/app.py

@@ -27,6 +27,7 @@ from dashboard.routes.spark import router as spark_router
 from dashboard.routes.creative import router as creative_router
 from dashboard.routes.discord import router as discord_router
 from dashboard.routes.self_modify import router as self_modify_router
+from router.api import router as cascade_router
 
 logging.basicConfig(
     level=logging.INFO,
@@ -101,6 +102,15 @@ async def lifespan(app: FastAPI):
         except Exception as exc:
             logger.error("Failed to spawn persona agents: %s", exc)
 
+    # Auto-bootstrap MCP tools
+    from mcp.bootstrap import auto_bootstrap, get_bootstrap_status
+    try:
+        registered = auto_bootstrap()
+        if registered:
+            logger.info("MCP auto-bootstrap: %d tools registered", len(registered))
+    except Exception as exc:
+        logger.warning("MCP auto-bootstrap failed: %s", exc)
+    
     # Initialise Spark Intelligence engine
     from spark.engine import spark_engine
     if spark_engine.enabled:
@@ -156,6 +166,7 @@ app.include_router(spark_router)
 app.include_router(creative_router)
 app.include_router(discord_router)
 app.include_router(self_modify_router)
+app.include_router(cascade_router)
 
 
 @app.get("/", response_class=HTMLResponse)