diff --git a/README.md b/README.md
index ebab89a..da6745a 100644
--- a/README.md
+++ b/README.md
@@ -941,7 +941,7 @@ mcp-proxy is a server proxy that allows switching between transports (stdio to s
 2. Enter the following:
     ```yaml
     services:
-    mcp-proxy:
+      mcp-proxy:
         container_name: mcp-proxy
         build:
             context: .
@@ -957,7 +957,7 @@ mcp-proxy is a server proxy that allows switching between transports (stdio to s
         command: "--pass-environment --port=3131 --host 0.0.0.0 --transport streamablehttp --named-server-config /config/servers.json"
 
     networks:
-    app-net:
+      app-net:
         external: true
     ```
 
@@ -1038,7 +1038,7 @@ MCPJungle is another MCP proxy server with a different focus. It focuses on prov
     # Use this compose file if you want to run MCPJungle locally for your personal MCP management & Gateway.
     # The mcpjungle server runs in development mode.
     services:
-    db:
+      db:
         image: postgres:latest
         container_name: mcpjungle-db
         environment:
@@ -1058,7 +1058,7 @@ MCPJungle is another MCP proxy server with a different focus. It focuses on prov
             retries: 5
         restart: unless-stopped
 
-    mcpjungle:
+      mcpjungle:
         image: mcpjungle/mcpjungle:${MCPJUNGLE_IMAGE_TAG:-latest-stdio}
         container_name: mcpjungle-server
         environment:
@@ -1085,7 +1085,7 @@ MCPJungle is another MCP proxy server with a different focus. It focuses on prov
         db_data:
 
     networks:
-    app-net:
+      app-net:
         external: true
     ```
 
@@ -1637,4 +1637,4 @@ Docs:
 Cheers to all the fantastic work done by the open-source community. This guide wouldn't exist without the effort of the many contributors to the projects and guides referenced here. To stay up-to-date on the latest developments in the field of machine learning, LLMs, and other vision/speech models, check out [r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/).
 
 > [!NOTE]
-> Please star any projects you find useful and consider contributing to them if you can. Stars on this guide would also be appreciated if you found it helpful, as it helps others find it too. 
\ No newline at end of file
+> Please star any projects you find useful and consider contributing to them if you can. Stars on this guide would also be appreciated if you found it helpful, as it helps others find it too.