Python: Sample on integration of Azure OpenAI Responses Client with a local MCP server - #1215
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Pull Request Overview
This PR introduces a sample demonstrating integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP) servers. The example shows how to connect to an MCP server and use it as a tool for Azure OpenAI agents to handle documentation-related queries.
Key changes:
- Added a new Python sample file showing MCP server integration
- Demonstrates authentication with Azure CLI credentials
- Provides example usage of MCPStreamableHTTPTool with Azure OpenAI agents
Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.
…ver can be replaced by any other desired MCP server
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…nses_client_with_local_mcp.py Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
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Oct 28, 2025
… local MCP server (microsoft#1215) * added a sample on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP) * added additional comments mentioning that the Microsoft Learn MCP server can be replaced by any other desired MCP server * corrected the MCP server type to local * added a newline at the end * Update python/samples/getting_started/agents/azure_openai/azure_responses_client_with_local_mcp.py Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> --------- Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
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Feb 2, 2026
… local MCP server (microsoft#1215) * added a sample on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP) * added additional comments mentioning that the Microsoft Learn MCP server can be replaced by any other desired MCP server * corrected the MCP server type to local * added a newline at the end * Update python/samples/getting_started/agents/azure_openai/azure_responses_client_with_local_mcp.py Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> --------- Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
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Motivation and Context
Why is this change required?
The example provides a sample guidance on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP) servers.
What problem does it solve?
This example is not currently present, and it will definitely be a scenario where help would be needed.
What scenario does it contribute to?
It will provide guidance to the developers who are seeking guidance on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP) servers.
If it fixes an open issue, please link to the issue here.
NA
Description
The example provides a sample guidance on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP) servers.
This code is designed to demonstrate how to connect to an MCP server, execute tool calls (such as fetching Microsoft documentation-related responses or other custom actions), and handle the returned data programmatically. The script can be easily adapted to automate workflows or integrate MCP-powered capabilities into larger applications.
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