Prepare azure.ai.agents 0.1.31-preview patch release metadata (#8098)

* Initial plan

* Prepare azure.ai.agents 0.1.31-preview patch release

Agent-Logs-Url: https://github.com/Azure/azure-dev/sessions/4e0c6f73-f12f-4fb1-9f16-28a8dcad9e06

Co-authored-by: trangevi <26490000+trangevi@users.noreply.github.com>

* Changelog update

Signed-off-by: trangevi <trangevi@microsoft.com>

---------

Signed-off-by: trangevi <trangevi@microsoft.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: trangevi <26490000+trangevi@users.noreply.github.com>
Co-authored-by: trangevi <trangevi@microsoft.com>

Author: Copilot

cli/azd/extensions/azure.ai.agents/CHANGELOG.md

@@ -1,5 +1,10 @@
 # Release History
 
+## 0.1.31-preview (2026-05-07)
+
+- [[#8096]](https://github.com/Azure/azure-dev/pull/8096) Fix for bug introduced with #8034. Properly storing root agent endpoint since sessions are independent of protocol.
+- [[#8038]](https://github.com/Azure/azure-dev/pull/8038) Fix MCP tool field mapping to correctly include `url` values from tool definitions. Fixes mapping for toolbox tools to connections.
+
 ## 0.1.30-preview (2026-05-06)
 
 - [[#8028]](https://github.com/Azure/azure-dev/pull/8028) Add `--agent-endpoint` flag to `azd ai agent invoke` to invoke a deployed agent from any directory without needing an azd project or environment. Thanks @antriksh30 for the contribution!

cli/azd/extensions/azure.ai.agents/extension.yaml

@@ -5,7 +5,7 @@ displayName: Foundry agents (Preview)
 description: Ship agents with Microsoft Foundry from your terminal. (Preview)
 usage: azd ai agent <command> [options]
 # NOTE: Make sure version.txt is in sync with this version.
-version: 0.1.30-preview
+version: 0.1.31-preview
 requiredAzdVersion: ">1.23.13"
 language: go
 capabilities:

cli/azd/extensions/azure.ai.agents/version.txt

@@ -1 +1 @@
-0.1.30-preview
+0.1.31-preview