diff --git a/dotnet/samples/AzureFunctions/07_AgentAsMcpTool/README.md b/dotnet/samples/AzureFunctions/07_AgentAsMcpTool/README.md
index 11f1394644..a8efad04de 100644
--- a/dotnet/samples/AzureFunctions/07_AgentAsMcpTool/README.md
+++ b/dotnet/samples/AzureFunctions/07_AgentAsMcpTool/README.md
@@ -85,9 +85,3 @@ Any MCP-compatible client can connect to the server endpoint and utilize the exp
    - **PlantAdvisor** - Set "Low light in Seattle" as the query and click the **Run Tool** button.
 
 You'll see the results of the tool calls in the MCP Inspector interface under the **Tool Results** section. You should also see the results in the terminal where you ran the `func start` command.
-
-## Learn More
-
-- [Model Context Protocol Documentation](https://modelcontextprotocol.io/)
-- [Microsoft Agent Framework Documentation](https://github.com/Azure/durable-agent-framework)
-- [Azure Functions Documentation](https://learn.microsoft.com/azure/azure-functions/)
diff --git a/dotnet/src/Microsoft.Agents.AI.DurableTask/README.md b/dotnet/src/Microsoft.Agents.AI.DurableTask/README.md
index 87e4091126..85686cce69 100644
--- a/dotnet/src/Microsoft.Agents.AI.DurableTask/README.md
+++ b/dotnet/src/Microsoft.Agents.AI.DurableTask/README.md
@@ -13,7 +13,7 @@ These capabilities are implemented using foundational technologies from the Dura
 - [Durable Orchestrations](https://learn.microsoft.com/azure/azure-functions/durable/durable-functions-orchestrations) for long-running agent workflows
 - The [Durable Task Scheduler](https://learn.microsoft.com/azure/azure-functions/durable/durable-task-scheduler/choose-orchestration-framework) for managing durable task execution and observability at scale
 
-This package can be used by itself or in conjunction with the [Microsoft.Agents.AI.Hosting.AzureFunctions](https://www.nuget.org/packages/Microsoft.Agents.AI.Hosting.AzureFunctions) package, which provides additional features via Azure Functions integration.
+This package can be used by itself or in conjunction with the `Microsoft.Agents.AI.Hosting.AzureFunctions` package, which provides additional features via Azure Functions integration.
 
 ## Install the package
 
@@ -31,11 +31,11 @@ Or directly in your project file:
 </ItemGroup>
 ```
 
-You can alternatively just reference the [Microsoft.Agents.AI.Hosting.AzureFunctions](https://www.nuget.org/packages/Microsoft.Agents.AI.Hosting.AzureFunctions) package if you're hosting your agents and orchestrations in the Azure Functions .NET Isolated worker.
+You can alternatively just reference the `Microsoft.Agents.AI.Hosting.AzureFunctions` package if you're hosting your agents and orchestrations in the Azure Functions .NET Isolated worker.
 
 ## Usage Examples
 
-For a comprehensive tour of all the functionality, concepts, and APIs, check out the [Azure Functions samples](https://github.com/microsoft/agent-framework/tree/main/dotnet/samples/AzureFunctions).
+For a comprehensive tour of all the functionality, concepts, and APIs, check out the [Azure Functions samples](https://github.com/microsoft/agent-framework/tree/main/dotnet/samples/).
 
 ## Feedback & Contributing
 
diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.AzureFunctions/README.md b/dotnet/src/Microsoft.Agents.AI.Hosting.AzureFunctions/README.md
index 14bd297387..4e819e5985 100644
--- a/dotnet/src/Microsoft.Agents.AI.Hosting.AzureFunctions/README.md
+++ b/dotnet/src/Microsoft.Agents.AI.Hosting.AzureFunctions/README.md
@@ -1,9 +1,9 @@
 # Microsoft.Agents.AI.Hosting.AzureFunctions
 
-This package adds Azure Functions integration and serverless hosting for Microsoft Agent Framework on Azure Functions. It builds upon the [Microsoft.Agents.AI.DurableTask](https://www.nuget.org/packages/Microsoft.Agents.AI.DurableTask) package to provide the following capabilities:
+This package adds Azure Functions integration and serverless hosting for Microsoft Agent Framework on Azure Functions. It builds upon the `Microsoft.Agents.AI.DurableTask` package to provide the following capabilities:
 
 - Stateful, durable execution of agents in distributed, serverless environments
-- Automatic conversation history management in supported [Durable Functions backends](https://learn.microsoft.com/azure/azure-functions/durable/durable-functions-task-hubs/choose-durable-functions-backends)
+- Automatic conversation history management in supported [Durable Functions backends](https://learn.microsoft.com/azure/azure-functions/durable/durable-functions-storage-providers)
 - Long-running agent workflows as "durable orchestrator" functions
 - Tools and [dashboards](https://learn.microsoft.com/azure/azure-functions/durable/durable-task-scheduler/durable-task-scheduler-dashboard) for managing and monitoring agents and agent workflows
 
@@ -25,7 +25,7 @@ Or directly in your project file:
 
 ## Usage Examples
 
-For a comprehensive tour of all the functionality, concepts, and APIs, check out the [Azure Functions samples](https://github.com/microsoft/agent-framework/tree/main/dotnet/samples/AzureFunctions) in the [Durable Task extension for Agent Framework repository](https://github.com/microsoft/agent-framework).
+For a comprehensive tour of all the functionality, concepts, and APIs, check out the [Azure Functions samples](https://github.com/microsoft/agent-framework/tree/main/dotnet/samples/) in the [Microsoft Agent Framework GitHub repository](https://github.com/microsoft/agent-framework).
 
 ### Hosting single agents