diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..d9f801f
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Install system dependencies (if any needed for pypdf or others)
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements and install
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy source code
+COPY server.py .
+COPY README.md .
+
+# Create a non-root user
+RUN useradd -m appuser && chown -R appuser:appuser /app
+USER appuser
+
+# Expose the SSE port
+EXPOSE 8000
+
+# Run in SSE mode
+CMD ["python", "server.py", "--transport", "sse", "--port", "8000", "--host", "0.0.0.0"]
diff --git a/k8s/deployment.yaml b/k8s/deployment.yaml
new file mode 100644
index 0000000..2f0ba0a
--- /dev/null
+++ b/k8s/deployment.yaml
@@ -0,0 +1,51 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: knowledge-mcp
+  namespace: openshift-gitops
+  labels:
+    app: knowledge-mcp
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: knowledge-mcp
+  template:
+    metadata:
+      labels:
+        app: knowledge-mcp
+    spec:
+      containers:
+        - name: server
+          image: image-registry.openshift-image-registry.svc:5000/openshift-gitops/knowledge-mcp:latest
+          imagePullPolicy: Always
+          ports:
+            - containerPort: 8000
+              name: http
+          env:
+            - name: QDRANT_URL
+              value: "http://qdrant.openshift-gitops.svc:6333"
+            - name: TEI_URL
+              value: "http://text-embeddings.tei.svc.cluster.local:8080"
+          resources:
+            requests:
+              cpu: "100m"
+              memory: "256Mi"
+            limits:
+              cpu: "500m"
+              memory: "512Mi"
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: knowledge-mcp
+  namespace: openshift-gitops
+  labels:
+    app: knowledge-mcp
+spec:
+  ports:
+    - port: 80
+      targetPort: 8000
+      name: http
+  selector:
+    app: knowledge-mcp
diff --git a/requirements.txt b/requirements.txt
index e844665..061e6f1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,4 @@ qdrant-client
 beautifulsoup4
 pypdf
 python-dotenv
+uvicorn