diff --git a/app/en/home/build-tools/_meta.tsx b/app/en/home/build-tools/_meta.tsx
index 14f07d5e8..bc3c702ec 100644
--- a/app/en/home/build-tools/_meta.tsx
+++ b/app/en/home/build-tools/_meta.tsx
@@ -1,5 +1,5 @@
 export default {
-  "create-a-mcp-server": "Create a MCP Server",
+  "create-a-mcp-server": "Create an MCP Server",
   "tool-context": "Tools and Context",
   "create-a-tool-with-auth": "Create a tool with auth",
   "create-a-tool-with-secrets": "Create a tool with secrets",
diff --git a/app/en/home/build-tools/create-a-mcp-server/page.mdx b/app/en/home/build-tools/create-a-mcp-server/page.mdx
index 96dbfecac..4f546eec2 100644
--- a/app/en/home/build-tools/create-a-mcp-server/page.mdx
+++ b/app/en/home/build-tools/create-a-mcp-server/page.mdx
@@ -18,7 +18,6 @@ Build and run an MCP Server with tools that you define.
 
 <GuideOverview.Prerequisites>
 
-- An [Arcade account](https://api.arcade.dev/signup)
 - For this guide, we'll use [uv](https://docs.astral.sh/uv/getting-started/installation/) as our package manager.
 
 </GuideOverview.Prerequisites>
@@ -62,7 +61,7 @@ This generates a complete project with:
 
 - **server.py** Main server file with MCPApp and example tools
 - **pyproject.toml** Dependencies and project configuration
-- **.env.example** Example `.env` file containing a secret required by one of the generated tools in `server.py`
+- **.env.example** Example `.env` file containing a secret required by one of the generated tools in `server.py`. Environments are loaded on server start, so **if you update the `.env` file, you will need to restart your server.**
 
 `server.py` includes proper structure with command-line argument handling. It creates an `MCPApp`, defines tools with `@app.tool`, and runs with `app.run()`:
 
@@ -103,29 +102,10 @@ if __name__ == "__main__":
 
 Run your MCP Server using one of the with the following commands in your terminal:
 
-<Tabs
-  items={["HTTP transport (default)", "stdio transport (for Claude Desktop)"]}
-  storageKey="preferredTransport"
->
-
-<Tabs.Tab>
-
 ```bash
-uv run server.py http
+uv run server.py
 ```
 
-For HTTP transport, view your server's API docs at [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs).
-
-</Tabs.Tab>
-<Tabs.Tab>
-
-```bash
-uv run server.py stdio
-```
-
-</Tabs.Tab>
-</Tabs>
-
 You should see output like this in your terminal:
 
 ```bash
diff --git a/app/en/home/build-tools/tool-context/page.mdx b/app/en/home/build-tools/tool-context/page.mdx
index f8a48ab43..198f92657 100644
--- a/app/en/home/build-tools/tool-context/page.mdx
+++ b/app/en/home/build-tools/tool-context/page.mdx
@@ -39,7 +39,9 @@ Let's walk through an example (or skip to [the full code](#example-code)).
 
 ### Logging
 
-Send log messages at different levels using the `log` attribute of the `Context` object:
+[Logging in MCP](https://modelcontextprotocol.io/specification/2025-06-18/server/utilities/logging) provides a standardized channel for servers to emit structured, leveled messages to clients. Logging is useful for observability, debugging, and user feedback during tool execution.
+
+You can send log messages at different levels using the `log` attribute of the `Context` object like this:
 
 ```python
 await context.log.debug("Debug message")
@@ -228,7 +230,7 @@ async def process_with_progress(
     return results
 
 
-# The Context provides at runtime (via TDK wrapper):
+# The Context provides at runtime:
 # - context.user_id: ID of the user making the request
 # - context.get_secret(key): Retrieve a secret value (raises if missing)
 # - context.log.<level>(msg): Send log messages to the client (debug/info/warning/error)