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Giles Odigwe 7a88af0aef Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

* Replace Hosted*Tool classes with client static factory methods

* fixed failing test

* mypy fix

* mypy fix 2

* declarative mypy fix

* addressed comments

* ToolProtocol removal

* fixed test

* agents mypy fix

* fix failing tests

* mypy fix

* addressed comments

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* addressed comments + added factory method overrides for azureai v2 client

* mypy fix

* added kwargs to azureai tool methods

* fixed in test

* _sessions fix

* test fix

7a88af0aef · 2026-02-11 00:04:27 +00:00

History

agent_as_mcp_server.py

Python: [BREAKING] Types API Review improvements (#3647 )

2026-02-04 10:13:23 +00:00

mcp_api_key_auth.py

Python: [BREAKING] Simplify API: ChatAgent -> Agent, ChatMessage -> Message (#3747 )

2026-02-10 23:04:32 +00:00

mcp_github_pat.py

Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

2026-02-11 00:04:27 +00:00

README.md

Python: Added GitHub MCP sample with PAT (#2967 )

2025-12-19 16:46:12 +00:00

README.md

MCP (Model Context Protocol) Examples

This folder contains examples demonstrating how to work with MCP using Agent Framework.

What is MCP?

The Model Context Protocol (MCP) is an open standard for connecting AI agents to data sources and tools. It enables secure, controlled access to local and remote resources through a standardized protocol.

Examples

Sample	File	Description
Agent as MCP Server	`agent_as_mcp_server.py`	Shows how to expose an Agent Framework agent as an MCP server that other AI applications can connect to
API Key Authentication	`mcp_api_key_auth.py`	Demonstrates API key authentication with MCP servers
GitHub Integration with PAT	`mcp_github_pat.py`	Demonstrates connecting to GitHub's MCP server using Personal Access Token (PAT) authentication

Prerequisites

OPENAI_API_KEY environment variable
OPENAI_RESPONSES_MODEL_ID environment variable

For mcp_github_pat.py:

GITHUB_PAT - Your GitHub Personal Access Token (create at https://github.com/settings/tokens)