M6: implement ITWorx MCP Hub publication

Four read-only, service-token-protected MCP provider endpoints (operations summary, attention vehicles, vehicle details, knowledge search facade). Shared-secret auth reusing the M4 callback pattern. Service-request audit trail for every call. Extracted shared operations-summary logic out of the dashboard router to avoid duplicating retrieval logic. 66 backend tests passing, ruff clean. Verified all four endpoints and audit trail directly via curl against the live stack (no live MCP Hub instance available in this environment).

backend/app/api/deps.py

@@ -2,7 +2,7 @@ from __future__ import annotations
 
 from collections.abc import Generator
 
-from fastapi import Depends, HTTPException, Request, status
+from fastapi import Depends, Header, HTTPException, Request, status
 from sqlalchemy.orm import Session
 
 from app.core.config import get_settings
@@ -39,3 +39,14 @@ def require_operations_manager(
             status_code=status.HTTP_403_FORBIDDEN, detail="Operations Manager role required"
         )
     return user
+
+
+def require_mcp_service_token(
+    x_service_token: str = Header(..., alias="X-Service-Token"),
+    x_client_id: str = Header(default="unknown-mcp-client", alias="X-Client-Id"),
+) -> str:
+    if x_service_token != settings.mcp_hub_service_token:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED, detail="Invalid service token"
+        )
+    return x_client_id

backend/app/api/routers/dashboard.py

@@ -3,7 +3,7 @@ from __future__ import annotations
 from datetime import date, datetime
 
 from fastapi import APIRouter, Depends
-from sqlalchemy import func, select
+from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from app.api.deps import get_current_user, get_db
@@ -17,10 +17,10 @@ from app.schemas import (
     AttentionItem,
     AutomationRunOut,
     CurrentUser,
-    DashboardMetrics,
     DashboardOut,
     TodayItem,
 )
+from app.services.operations import compute_metrics
 
 router = APIRouter(prefix="/api/v1/dashboard", tags=["dashboard"])
 settings = get_settings()
@@ -37,28 +37,7 @@ def get_dashboard(
     db: Session = Depends(get_db),
     _user: CurrentUser = Depends(get_current_user),
 ) -> DashboardOut:
-    status_counts = dict(
-        db.execute(
-            select(Vehicle.operational_status, func.count()).group_by(Vehicle.operational_status)
-        ).all()
-    )
-    open_issues = db.scalar(
-        select(func.count()).select_from(DataQualityIssue).where(DataQualityIssue.status == "open")
-    )
-    pending_or_failed = db.scalar(
-        select(func.count())
-        .select_from(OutboxEvent)
-        .where(OutboxEvent.delivery_status.in_(["pending", "failed"]))
-    )
-    metrics = DashboardMetrics(
-        available=status_counts.get("available", 0),
-        rented=status_counts.get("rented", 0),
-        cleaning=status_counts.get("cleaning", 0),
-        maintenance=status_counts.get("maintenance", 0),
-        blocked=status_counts.get("blocked", 0),
-        open_quality_issues=open_issues or 0,
-        pending_or_failed_workflows=pending_or_failed or 0,
-    )
+    metrics = compute_metrics(db)
 
     vehicles_by_id = {v.id: v for v in db.scalars(select(Vehicle)).all()}
     customers_by_id = {c.id: c for c in db.scalars(select(Customer)).all()}

backend/app/api/routers/mcp_integrations.py

@@ -0,0 +1,134 @@
+from __future__ import annotations
+
+import uuid
+from datetime import date
+
+from fastapi import APIRouter, Depends, Query
+from sqlalchemy import select
+from sqlalchemy.orm import Session
+
+from app.api.deps import get_db, require_mcp_service_token
+from app.core.config import get_settings
+from app.core.errors import AppError
+from app.models.booking import Booking
+from app.models.data_quality import DataQualityIssue
+from app.models.vehicle import Vehicle
+from app.schemas import (
+    AttentionVehicleOut,
+    McpKnowledgeSearchRequest,
+    McpVehicleDetailOut,
+    OperationsSummaryOut,
+)
+from app.services.audit import record_audit_event
+from app.services.knowledge import GroundedAnswer, get_knowledge_provider
+from app.services.operations import compute_metrics, list_attention_vehicles
+
+router = APIRouter(prefix="/api/v1/integrations/mcp", tags=["mcp"])
+settings = get_settings()
+
+
+def _audit_service_request(db: Session, *, client_id: str, tool: str, status_label: str) -> None:
+    record_audit_event(
+        db,
+        actor_type="service",
+        actor_label=client_id,
+        action="mcp_tool_request",
+        entity_type="mcp_tool",
+        correlation_id=uuid.uuid4(),
+        metadata={"tool": tool, "status": status_label},
+    )
+    db.commit()
+
+
+@router.get("/operations-summary", response_model=OperationsSummaryOut)
+def operations_summary(
+    db: Session = Depends(get_db),
+    client_id: str = Depends(require_mcp_service_token),
+) -> OperationsSummaryOut:
+    metrics = compute_metrics(db)
+    _audit_service_request(
+        db, client_id=client_id, tool="mobilityops_get_operations_summary", status_label="ok"
+    )
+    return OperationsSummaryOut(tenant=settings.ragcore_tenant, metrics=metrics)
+
+
+@router.get("/attention-vehicles", response_model=list[AttentionVehicleOut])
+def attention_vehicles(
+    minimum_severity: str = Query(default="medium", pattern="^(low|medium|high)$"),
+    date_filter: date | None = Query(default=None, alias="date"),
+    limit: int = Query(default=20, ge=1, le=50),
+    db: Session = Depends(get_db),
+    client_id: str = Depends(require_mcp_service_token),
+) -> list[AttentionVehicleOut]:
+    results = list_attention_vehicles(
+        db, minimum_severity=minimum_severity, on_or_before=date_filter, limit=limit
+    )
+    _audit_service_request(
+        db, client_id=client_id, tool="mobilityops_list_attention_vehicles", status_label="ok"
+    )
+    return [AttentionVehicleOut(**r) for r in results]
+
+
+@router.get("/vehicles/{vehicle_ref}", response_model=McpVehicleDetailOut)
+def vehicle_details(
+    vehicle_ref: str,
+    db: Session = Depends(get_db),
+    client_id: str = Depends(require_mcp_service_token),
+) -> McpVehicleDetailOut:
+    vehicle = db.scalar(select(Vehicle).where(Vehicle.public_ref == vehicle_ref))
+    if vehicle is None:
+        _audit_service_request(
+            db,
+            client_id=client_id,
+            tool="mobilityops_get_vehicle_details",
+            status_label="not_found",
+        )
+        raise AppError("VEHICLE_NOT_FOUND", "Vehicle not found.", status_code=404)
+
+    open_issue_count = len(
+        db.scalars(
+            select(DataQualityIssue.id).where(
+                DataQualityIssue.entity_type == "vehicle",
+                DataQualityIssue.entity_id == vehicle.id,
+                DataQualityIssue.status == "open",
+            )
+        ).all()
+    )
+    current_booking = db.scalar(
+        select(Booking).where(Booking.vehicle_id == vehicle.id, Booking.status == "active")
+    )
+
+    _audit_service_request(
+        db, client_id=client_id, tool="mobilityops_get_vehicle_details", status_label="ok"
+    )
+    return McpVehicleDetailOut(
+        public_ref=vehicle.public_ref,
+        make=vehicle.make,
+        model=vehicle.model,
+        model_year=vehicle.model_year,
+        location=vehicle.location,
+        operational_status=vehicle.operational_status,
+        odometer_km=vehicle.odometer_km,
+        next_service_km=vehicle.next_service_km,
+        open_quality_issue_count=open_issue_count,
+        current_booking_ref=current_booking.public_ref if current_booking else None,
+    )
+
+
+@router.post("/search-knowledge", response_model=GroundedAnswer)
+def search_knowledge(
+    body: McpKnowledgeSearchRequest,
+    db: Session = Depends(get_db),
+    client_id: str = Depends(require_mcp_service_token),
+) -> GroundedAnswer:
+    provider = get_knowledge_provider()
+    correlation_id = str(uuid.uuid4())
+    answer = provider.ask(body.question, correlation_id)
+    answer.sources = answer.sources[: body.max_sources]
+    _audit_service_request(
+        db,
+        client_id=client_id,
+        tool="mobilityops_search_knowledge",
+        status_label=answer.evidence_state,
+    )
+    return answer

backend/app/core/config.py

@@ -27,6 +27,7 @@ class Settings(BaseSettings):
     session_ttl_seconds: int = 60 * 60 * 8
     seed_dir: str = "/app/seed"
     knowledge_dir: str = "/app/knowledge/procedures"
+    mcp_hub_service_token: str = "replace-me-mcp-hub-token"
     cors_allow_origins: str = "http://localhost:1228"
     demo_today: str = "2026-08-01"
 

backend/app/main.py

@@ -13,6 +13,7 @@ from app.api.routers import (
     demo,
     integrations,
     knowledge,
+    mcp_integrations,
     vehicles,
     workflows,
 )
@@ -86,3 +87,4 @@ app.include_router(data_quality.router)
 app.include_router(workflows.router)
 app.include_router(integrations.router)
 app.include_router(knowledge.router)
+app.include_router(mcp_integrations.router)

backend/app/schemas.py

@@ -178,6 +178,37 @@ class DashboardOut(BaseModel):
     recent_automation: list[AutomationRunOut]
 
 
+class OperationsSummaryOut(BaseModel):
+    tenant: str
+    metrics: DashboardMetrics
+
+
+class AttentionVehicleOut(BaseModel):
+    vehicle_ref: str
+    severity: Literal["low", "medium", "high"]
+    rule_type: str
+    summary: str
+    detected_at: datetime
+
+
+class McpVehicleDetailOut(BaseModel):
+    public_ref: str
+    make: str
+    model: str
+    model_year: int
+    location: str
+    operational_status: str
+    odometer_km: int
+    next_service_km: int
+    open_quality_issue_count: int
+    current_booking_ref: str | None
+
+
+class McpKnowledgeSearchRequest(BaseModel):
+    question: str = Field(min_length=3, max_length=1000)
+    max_sources: int = Field(default=4, ge=1, le=8)
+
+
 class AuditEventOut(BaseModel):
     id: str
     actor_type: str

backend/app/services/operations.py

@@ -0,0 +1,77 @@
+from __future__ import annotations
+
+from datetime import date
+
+from sqlalchemy import func, select
+from sqlalchemy.orm import Session
+
+from app.models.data_quality import DataQualityIssue
+from app.models.outbox import OutboxEvent
+from app.models.vehicle import Vehicle
+from app.schemas import DashboardMetrics
+
+SEVERITY_ORDER = {"high": 0, "medium": 1, "low": 2}
+
+
+def compute_metrics(db: Session) -> DashboardMetrics:
+    """Shared operations-summary computation used by both the dashboard and the MCP
+    provider API, so the two never drift out of sync with two copies of the same query."""
+    status_counts = dict(
+        db.execute(
+            select(Vehicle.operational_status, func.count()).group_by(Vehicle.operational_status)
+        ).all()
+    )
+    open_issues = db.scalar(
+        select(func.count()).select_from(DataQualityIssue).where(DataQualityIssue.status == "open")
+    )
+    pending_or_failed = db.scalar(
+        select(func.count())
+        .select_from(OutboxEvent)
+        .where(OutboxEvent.delivery_status.in_(["pending", "failed"]))
+    )
+    return DashboardMetrics(
+        available=status_counts.get("available", 0),
+        rented=status_counts.get("rented", 0),
+        cleaning=status_counts.get("cleaning", 0),
+        maintenance=status_counts.get("maintenance", 0),
+        blocked=status_counts.get("blocked", 0),
+        open_quality_issues=open_issues or 0,
+        pending_or_failed_workflows=pending_or_failed or 0,
+    )
+
+
+def list_attention_vehicles(
+    db: Session, minimum_severity: str = "medium", on_or_before: date | None = None, limit: int = 20
+) -> list[dict]:
+    max_rank = SEVERITY_ORDER.get(minimum_severity, 1)
+    stmt = (
+        select(DataQualityIssue)
+        .where(DataQualityIssue.entity_type == "vehicle", DataQualityIssue.status == "open")
+        .order_by(DataQualityIssue.detected_at.asc())
+    )
+    if on_or_before is not None:
+        stmt = stmt.where(func.date(DataQualityIssue.detected_at) <= on_or_before)
+    issues = db.scalars(stmt).all()
+    filtered = [i for i in issues if SEVERITY_ORDER.get(i.severity, 3) <= max_rank]
+    filtered.sort(key=lambda i: SEVERITY_ORDER.get(i.severity, 3))
+
+    vehicle_ids = {i.entity_id for i in filtered}
+    vehicles_by_id = {
+        v.id: v for v in db.scalars(select(Vehicle).where(Vehicle.id.in_(vehicle_ids))).all()
+    }
+
+    results = []
+    for issue in filtered[:limit]:
+        vehicle = vehicles_by_id.get(issue.entity_id)
+        if vehicle is None:
+            continue
+        results.append(
+            {
+                "vehicle_ref": vehicle.public_ref,
+                "severity": issue.severity,
+                "rule_type": issue.rule_type,
+                "summary": issue.evidence_json.get("summary", ""),
+                "detected_at": issue.detected_at,
+            }
+        )
+    return results