From edb3d0f373520a4a992a45d8a7df6ab948b30b93 Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 08:28:57 +0900
Subject: [PATCH 1/8] fix(core): filter conversation_id when passing kwargs to
 MCP tools

---
 python/packages/core/agent_framework/_mcp.py   | 5 ++++-
 python/packages/core/agent_framework/_tools.py | 3 ++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/python/packages/core/agent_framework/_mcp.py b/python/packages/core/agent_framework/_mcp.py
index 3a6d5b818c..7a5a4bc98e 100644
--- a/python/packages/core/agent_framework/_mcp.py
+++ b/python/packages/core/agent_framework/_mcp.py
@@ -727,8 +727,11 @@ async def call_tool(self, tool_name: str, **kwargs: Any) -> list[Contents] | Any
         # Filter out framework kwargs that cannot be serialized by the MCP SDK.
         # These are internal objects passed through the function invocation pipeline
         # that should not be forwarded to external MCP servers.
+        # conversation_id is an internal tracking ID used by services like Azure AI.
         filtered_kwargs = {
-            k: v for k, v in kwargs.items() if k not in {"chat_options", "tools", "tool_choice", "thread"}
+            k: v
+            for k, v in kwargs.items()
+            if k not in {"chat_options", "tools", "tool_choice", "thread", "conversation_id"}
         }
 
         # Try the operation, reconnecting once if the connection is closed
diff --git a/python/packages/core/agent_framework/_tools.py b/python/packages/core/agent_framework/_tools.py
index a0d0a13dc2..629dbc4ac7 100644
--- a/python/packages/core/agent_framework/_tools.py
+++ b/python/packages/core/agent_framework/_tools.py
@@ -1555,10 +1555,11 @@ async def _auto_invoke_function(
     parsed_args: dict[str, Any] = dict(function_call_content.parse_arguments() or {})
 
     # Filter out internal framework kwargs before passing to tools.
+    # conversation_id is an internal tracking ID that should not be forwarded to tools.
     runtime_kwargs: dict[str, Any] = {
         key: value
         for key, value in (custom_args or {}).items()
-        if key not in {"_function_middleware_pipeline", "middleware"}
+        if key not in {"_function_middleware_pipeline", "middleware", "conversation_id"}
     }
     try:
         args = tool.input_model.model_validate(parsed_args)

From 181a54f1f24635d8e7fdb7b991b13e6ba0ddb1db Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 11:55:46 +0900
Subject: [PATCH 2/8] fix(anthropic): Fix Anthropic client failing with
 unsupported options like

---
 .../agent_framework_anthropic/_chat_client.py | 20 +++++++++-
 .../anthropic/tests/test_anthropic_client.py  | 37 +++++++++++++++++++
 2 files changed, 55 insertions(+), 2 deletions(-)

diff --git a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
index c9223e614b..c441051ad6 100644
--- a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
+++ b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
@@ -80,6 +80,17 @@
 ANTHROPIC_DEFAULT_MAX_TOKENS: Final[int] = 1024
 BETA_FLAGS: Final[list[str]] = ["mcp-client-2025-04-04", "code-execution-2025-08-25"]
 
+# Options from ChatOptions that are not supported by the Anthropic API
+# These are filtered out before making API calls
+UNSUPPORTED_OPTIONS: Final[frozenset[str]] = frozenset({
+    "logit_bias",
+    "seed",
+    "frequency_penalty",
+    "presence_penalty",
+    "store",
+    "conversation_id",
+})
+
 
 # region Anthropic Chat Options TypedDict
 
@@ -157,6 +168,7 @@ class AnthropicChatOptions(ChatOptions, total=False):
     frequency_penalty: None  # type: ignore[misc]
     presence_penalty: None  # type: ignore[misc]
     store: None  # type: ignore[misc]
+    conversation_id: None  # type: ignore[misc]
 
 
 TAnthropicOptions = TypeVar(
@@ -396,8 +408,12 @@ def _prepare_options(
 
             messages = prepend_instructions_to_messages(list(messages), instructions, role="system")
 
-        # Start with a copy of options
-        run_options: dict[str, Any] = {k: v for k, v in options.items() if v is not None and k not in {"instructions"}}
+        # Start with a copy of options, excluding unsupported and already-handled options
+        run_options: dict[str, Any] = {
+            k: v
+            for k, v in options.items()
+            if v is not None and k not in {"instructions"} and k not in UNSUPPORTED_OPTIONS
+        }
 
         # Translation between options keys and Anthropic Messages API
         for old_key, new_key in OPTION_TRANSLATIONS.items():
diff --git a/python/packages/anthropic/tests/test_anthropic_client.py b/python/packages/anthropic/tests/test_anthropic_client.py
index 828d9916c2..4f4da94e99 100644
--- a/python/packages/anthropic/tests/test_anthropic_client.py
+++ b/python/packages/anthropic/tests/test_anthropic_client.py
@@ -375,6 +375,43 @@ def test_prepare_tools_for_anthropic_none(mock_anthropic_client: MagicMock) -> N
 # Run Options Tests
 
 
+async def test_prepare_options_filters_unsupported_options(mock_anthropic_client: MagicMock) -> None:
+    """Test that _prepare_options filters out options unsupported by Anthropic API.
+
+    Options like 'store', 'logit_bias', 'seed', 'frequency_penalty', 'presence_penalty',
+    and 'conversation_id' are not supported by Anthropic and should be filtered out
+    to prevent 'unexpected keyword argument' errors.
+    """
+    chat_client = create_test_anthropic_client(mock_anthropic_client)
+
+    messages = [ChatMessage(role=Role.USER, text="Hello")]
+    # Include all unsupported options along with a supported one
+    chat_options: ChatOptions = {
+        "max_tokens": 100,
+        "store": True,  # OpenAI-specific, not supported by Anthropic
+        "logit_bias": {123: 1.0},  # Not supported by Anthropic
+        "seed": 42,  # Not supported by Anthropic
+        "frequency_penalty": 0.5,  # Not supported by Anthropic
+        "presence_penalty": 0.5,  # Not supported by Anthropic
+        "conversation_id": "conv_123",  # OpenAI Responses API-specific
+    }
+
+    run_options = chat_client._prepare_options(messages, chat_options)
+
+    # Verify unsupported options are NOT in run_options
+    assert "store" not in run_options
+    assert "logit_bias" not in run_options
+    assert "seed" not in run_options
+    assert "frequency_penalty" not in run_options
+    assert "presence_penalty" not in run_options
+    assert "conversation_id" not in run_options
+
+    # Verify supported options ARE still in run_options
+    assert run_options["max_tokens"] == 100
+    assert "model" in run_options
+    assert "messages" in run_options
+
+
 async def test_prepare_options_basic(mock_anthropic_client: MagicMock) -> None:
     """Test _prepare_options with basic ChatOptions."""
     chat_client = create_test_anthropic_client(mock_anthropic_client)

From 22186f4bbd51de8d559392a7bdb49c73f0ec1d1e Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 16:12:00 +0900
Subject: [PATCH 3/8] Filter out options too

---
 python/packages/core/agent_framework/_mcp.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/python/packages/core/agent_framework/_mcp.py b/python/packages/core/agent_framework/_mcp.py
index 7a5a4bc98e..a10ddb71cd 100644
--- a/python/packages/core/agent_framework/_mcp.py
+++ b/python/packages/core/agent_framework/_mcp.py
@@ -728,10 +728,11 @@ async def call_tool(self, tool_name: str, **kwargs: Any) -> list[Contents] | Any
         # These are internal objects passed through the function invocation pipeline
         # that should not be forwarded to external MCP servers.
         # conversation_id is an internal tracking ID used by services like Azure AI.
+        # options contains metadata/store used by AG-UI for Azure AI client requirements.
         filtered_kwargs = {
             k: v
             for k, v in kwargs.items()
-            if k not in {"chat_options", "tools", "tool_choice", "thread", "conversation_id"}
+            if k not in {"chat_options", "tools", "tool_choice", "thread", "conversation_id", "options"}
         }
 
         # Try the operation, reconnecting once if the connection is closed

From 3ae6692db9aecd002e79957f113575823f5e2ee2 Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 17:37:28 +0900
Subject: [PATCH 4/8] Push filtering to ag-ui

---
 .../agent_framework_ag_ui/_orchestrators.py   | 15 +++-
 .../tests/test_agent_wrapper_comprehensive.py | 36 +++++---
 .../ag-ui/tests/test_orchestrators.py         | 88 +++++++++++++++++++
 3 files changed, 126 insertions(+), 13 deletions(-)

diff --git a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
index b5566f0aec..4cce8e354e 100644
--- a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
+++ b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
@@ -69,6 +69,8 @@
 
 logger = logging.getLogger(__name__)
 
+AG_UI_INTERNAL_METADATA_KEYS = {"ag_ui_thread_id", "ag_ui_run_id", "current_state"}
+
 
 class ExecutionContext:
     """Shared context for orchestrators."""
@@ -496,14 +498,17 @@ async def run(
         all_updates: list[Any] | None = [] if collect_updates else None
         update_count = 0
         # Prepare metadata for chat client (Azure requires string values)
+        # Filter out AG-UI internal fields (ag_ui_thread_id, ag_ui_run_id) that are
+        # used only for AG-UI orchestration and not understood by chat clients.
         safe_metadata = build_safe_metadata(getattr(thread, "metadata", None))
+        client_metadata = {k: v for k, v in safe_metadata.items() if k not in AG_UI_INTERNAL_METADATA_KEYS}
 
         run_kwargs: dict[str, Any] = {
             "thread": thread,
             "tools": tools_param,
-            "options": {"metadata": safe_metadata},
+            "options": {"metadata": client_metadata},
         }
-        if safe_metadata:
+        if client_metadata:
             run_kwargs["options"]["store"] = True
 
         async def _resolve_approval_responses(
@@ -522,9 +527,13 @@ async def _resolve_approval_responses(
                     getattr(chat_client, "function_invocation_configuration", None) or FunctionInvocationConfiguration()
                 )
                 middleware_pipeline = extract_and_merge_function_middleware(chat_client, run_kwargs)
+                # Filter out AG-UI-specific kwargs that should not be passed to tool execution.
+                # 'options' contains metadata/store for Azure AI client requirements but is not
+                # understood by external tools like MCP servers.
+                tool_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"}
                 try:
                     results, _ = await _try_execute_function_calls(
-                        custom_args=run_kwargs,
+                        custom_args=tool_kwargs,
                         attempt_idx=0,
                         function_calls=approved_responses,
                         tools=tools_for_execution,
diff --git a/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py b/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py
index f919c00a56..6593e12a8e 100644
--- a/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py
+++ b/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py
@@ -420,17 +420,22 @@ async def stream_fn(
 
 
 async def test_thread_metadata_tracking():
-    """Test that thread metadata includes ag_ui_thread_id and ag_ui_run_id."""
+    """Test that thread metadata includes ag_ui_thread_id and ag_ui_run_id.
+
+    Note: AG-UI internal metadata (ag_ui_thread_id, ag_ui_run_id) is stored in
+    thread.metadata for orchestration purposes, but is NOT passed to chat clients
+    via options.metadata since external clients may not accept these fields.
+    """
     from agent_framework.ag_ui import AgentFrameworkAgent
 
-    thread_metadata: dict[str, Any] = {}
+    captured_thread: list[Any] = []
 
     async def stream_fn(
         messages: MutableSequence[ChatMessage], options: dict[str, Any], **kwargs: Any
     ) -> AsyncIterator[ChatResponseUpdate]:
-        metadata = options.get("metadata")
-        if metadata:
-            thread_metadata.update(metadata)
+        # Capture the thread to verify internal metadata
+        if "thread" in kwargs:
+            captured_thread.append(kwargs["thread"])
         yield ChatResponseUpdate(contents=[TextContent(text="Hello")])
 
     agent = ChatAgent(name="test_agent", instructions="Test", chat_client=StreamingChatClientStub(stream_fn))
@@ -446,22 +451,30 @@ async def stream_fn(
     async for event in wrapper.run_agent(input_data):
         events.append(event)
 
+    # AG-UI internal metadata is stored in thread.metadata (not in options.metadata)
+    assert len(captured_thread) > 0, "Thread should be passed to chat client"
+    thread_metadata = getattr(captured_thread[0], "metadata", {})
     assert thread_metadata.get("ag_ui_thread_id") == "test_thread_123"
     assert thread_metadata.get("ag_ui_run_id") == "test_run_456"
 
 
 async def test_state_context_injection():
-    """Test that current state is injected into thread metadata."""
+    """Test that current state is injected into thread metadata.
+
+    Note: AG-UI internal metadata (including current_state) is stored in
+    thread.metadata for orchestration purposes, but is NOT passed to chat clients
+    via options.metadata since external clients may not accept these fields.
+    """
     from agent_framework_ag_ui import AgentFrameworkAgent
 
-    thread_metadata: dict[str, Any] = {}
+    captured_thread: list[Any] = []
 
     async def stream_fn(
         messages: MutableSequence[ChatMessage], options: dict[str, Any], **kwargs: Any
     ) -> AsyncIterator[ChatResponseUpdate]:
-        metadata = options.get("metadata")
-        if metadata:
-            thread_metadata.update(metadata)
+        # Capture the thread to verify internal metadata
+        if "thread" in kwargs:
+            captured_thread.append(kwargs["thread"])
         yield ChatResponseUpdate(contents=[TextContent(text="Hello")])
 
     agent = ChatAgent(name="test_agent", instructions="Test", chat_client=StreamingChatClientStub(stream_fn))
@@ -479,6 +492,9 @@ async def stream_fn(
     async for event in wrapper.run_agent(input_data):
         events.append(event)
 
+    # AG-UI internal metadata is stored in thread.metadata (not in options.metadata)
+    assert len(captured_thread) > 0, "Thread should be passed to chat client"
+    thread_metadata = getattr(captured_thread[0], "metadata", {})
     current_state = thread_metadata.get("current_state")
     if isinstance(current_state, str):
         current_state = json.loads(current_state)
diff --git a/python/packages/ag-ui/tests/test_orchestrators.py b/python/packages/ag-ui/tests/test_orchestrators.py
index 279ddedc82..b7d0e2963c 100644
--- a/python/packages/ag-ui/tests/test_orchestrators.py
+++ b/python/packages/ag-ui/tests/test_orchestrators.py
@@ -305,3 +305,91 @@ async def test_state_context_not_injected_when_tool_call_matches_state() -> None
             if isinstance(content, TextContent) and content.text.startswith("Current state of the application:"):
                 state_messages.append(content.text)
     assert not state_messages
+
+
+def test_options_filtered_from_tool_kwargs() -> None:
+    """Verify 'options' is filtered when creating tool_kwargs from run_kwargs.
+
+    The AG-UI orchestrator adds 'options' (containing metadata/store for Azure AI)
+    to run_kwargs, but this should NOT be passed to _try_execute_function_calls
+    as external tools like MCP servers don't understand these kwargs.
+
+    This test verifies the filtering logic inline rather than through the full
+    orchestrator flow, matching the pattern in _resolve_approval_responses:
+        tool_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"}
+    """
+    # Simulate the run_kwargs that the orchestrator creates
+    run_kwargs: dict[str, Any] = {
+        "thread": MagicMock(),
+        "tools": [server_tool],
+        "options": {"metadata": {"thread_id": "test-123"}, "store": True},
+    }
+
+    # This is the exact filtering logic from _resolve_approval_responses
+    tool_kwargs = {k: v for k, v in run_kwargs.items() if k != "options"}
+
+    # Verify 'options' was filtered out
+    assert "options" not in tool_kwargs, "'options' should be filtered out before tool execution"
+
+    # Verify other kwargs are preserved
+    assert "thread" in tool_kwargs, "'thread' should be preserved"
+    assert "tools" in tool_kwargs, "'tools' should be preserved"
+
+    # Verify the original run_kwargs still has options (it's needed for run_stream)
+    assert "options" in run_kwargs, "Original run_kwargs should still have 'options'"
+
+
+def test_orchestrator_filters_options_in_resolve_approval_responses() -> None:
+    """Verify the orchestrator code filters 'options' before tool execution.
+
+    This is a code inspection test that verifies the fix is present in the
+    _resolve_approval_responses function within DefaultOrchestrator.run().
+    """
+    import inspect
+
+    # Get the source code of the DefaultOrchestrator.run method
+    source = inspect.getsource(DefaultOrchestrator.run)
+
+    # Verify the filtering pattern is present
+    assert 'k != "options"' in source, (
+        "Expected 'options' filtering in DefaultOrchestrator.run(). "
+        "The line 'tool_kwargs = {k: v for k, v in run_kwargs.items() if k != \"options\"}' "
+        "should be present in _resolve_approval_responses."
+    )
+
+    # Verify tool_kwargs is passed to _try_execute_function_calls (not run_kwargs)
+    assert "custom_args=tool_kwargs" in source, (
+        "Expected _try_execute_function_calls to receive tool_kwargs (not run_kwargs). "
+        "This ensures 'options' is filtered out before tool execution."
+    )
+
+
+def test_agui_internal_metadata_filtered_from_client_metadata() -> None:
+    """Verify AG-UI internal metadata is filtered before passing to chat client.
+
+    AG-UI internal fields like 'ag_ui_thread_id', 'ag_ui_run_id', and 'current_state'
+    are used for orchestration tracking but should NOT be passed to chat clients
+    (e.g., Anthropic API only accepts 'user_id' in metadata).
+    """
+    import inspect
+
+    # Get the source code of the DefaultOrchestrator.run method
+    source = inspect.getsource(DefaultOrchestrator.run)
+
+    # Verify the AG-UI internal metadata keys are defined
+    assert "AG_UI_INTERNAL_METADATA_KEYS" in source, (
+        "Expected AG_UI_INTERNAL_METADATA_KEYS to be defined for filtering internal metadata."
+    )
+
+    # Verify the internal keys include the AG-UI specific fields
+    assert '"ag_ui_thread_id"' in source, "Expected 'ag_ui_thread_id' to be filtered"
+    assert '"ag_ui_run_id"' in source, "Expected 'ag_ui_run_id' to be filtered"
+    assert '"current_state"' in source, "Expected 'current_state' to be filtered"
+
+    # Verify client_metadata is used instead of safe_metadata for options
+    assert "client_metadata = {k: v for k, v in safe_metadata.items()" in source, (
+        "Expected client_metadata to be created by filtering safe_metadata."
+    )
+    assert '"options": {"metadata": client_metadata}' in source, (
+        "Expected client_metadata (not safe_metadata) to be passed in options."
+    )

From c53999f08e5e264c80573058189457a43878c3a4 Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 19:37:48 +0900
Subject: [PATCH 5/8] A few bug fixes. Tested AnthropicClient - works

---
 .../agent_framework_ag_ui/_orchestrators.py   |   6 +
 .../server/main.py                            |   6 +-
 python/uv.lock                                | 476 +++++++++---------
 3 files changed, 249 insertions(+), 239 deletions(-)

diff --git a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
index 4cce8e354e..f1b3747c26 100644
--- a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
+++ b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
@@ -650,6 +650,9 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap
                 should_recreate_event_bridge = True
 
             if should_recreate_event_bridge:
+                # Preserve state from the old bridge to avoid orphaned messages and lost flags
+                old_message_id = event_bridge.current_message_id
+                old_should_stop_after_confirm = event_bridge.should_stop_after_confirm
                 event_bridge = AgentFrameworkEventBridge(
                     run_id=context.run_id,
                     thread_id=context.thread_id,
@@ -659,6 +662,9 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap
                     require_confirmation=context.config.require_confirmation,
                     approval_tool_name=approval_tool_name,
                 )
+                # Restore state so messages can be properly closed and confirmation flow works
+                event_bridge.current_message_id = old_message_id
+                event_bridge.should_stop_after_confirm = old_should_stop_after_confirm
                 should_recreate_event_bridge = False
 
             if update_count == 0:
diff --git a/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py b/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py
index e71abe7507..56e876f728 100644
--- a/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py
+++ b/python/packages/ag-ui/agent_framework_ag_ui_examples/server/main.py
@@ -4,9 +4,9 @@
 
 import logging
 import os
-from typing import TYPE_CHECKING
 
 import uvicorn
+from agent_framework import BaseChatClient, ChatOptions
 from agent_framework.ag_ui import add_agent_framework_fastapi_endpoint
 from agent_framework.azure import AzureOpenAIChatClient
 from fastapi import FastAPI
@@ -20,10 +20,6 @@
 from ..agents.ui_generator_agent import ui_generator_agent
 from ..agents.weather_agent import weather_agent
 
-if TYPE_CHECKING:
-    from agent_framework import ChatOptions
-    from agent_framework._clients import BaseChatClient
-
 # Configure logging to file and console (disabled by default - set ENABLE_DEBUG_LOGGING=1 to enable)
 if os.getenv("ENABLE_DEBUG_LOGGING"):
     log_file = os.path.join(os.path.dirname(os.path.abspath(__file__)), "..", "..", "ag_ui_server.log")
diff --git a/python/uv.lock b/python/uv.lock
index 1d93954f13..7d50cef7f4 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -1369,7 +1369,7 @@ name = "clr-loader"
 version = "0.2.10"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cffi", marker = "(python_full_version < '3.14' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform == 'linux') or (python_full_version < '3.14' and sys_platform == 'win32')" },
+    { name = "cffi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/18/24/c12faf3f61614b3131b5c98d3bf0d376b49c7feaa73edca559aeb2aee080/clr_loader-0.2.10.tar.gz", hash = "sha256:81f114afbc5005bafc5efe5af1341d400e22137e275b042a8979f3feb9fc9446", size = 83605, upload-time = "2026-01-03T23:13:06.984Z" }
 wheels = [
@@ -1848,7 +1848,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
+    { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -2294,7 +2294,6 @@ wheels = [
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 ]
 
 [[package]]

From 33c6dc1768bc7c69c3c403f7a2dfc118cbb7660f Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 19:56:16 +0900
Subject: [PATCH 6/8] True filtering in ag-ui not anthropic

---
 .../agent_framework_ag_ui/_orchestrators.py   | 16 ++++----
 .../agent_framework_anthropic/_chat_client.py | 20 +---------
 .../anthropic/tests/test_anthropic_client.py  | 37 -------------------
 3 files changed, 9 insertions(+), 64 deletions(-)

diff --git a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
index f1b3747c26..85af8c012f 100644
--- a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
+++ b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
@@ -471,6 +471,12 @@ async def run(
         accumulated_text_content = ""
         active_message_id: str | None = None
 
+        # CRITICAL: Emit initial events (RunStartedEvent, etc.) at the start of every run.
+        # This must happen BEFORE any other events (like StateSnapshotEvent from approvals)
+        # because AG-UI clients require RunStartedEvent as the first event.
+        for event in self._create_initial_events(event_bridge, state_manager):
+            yield event
+
         # Check for FunctionApprovalResponseContent and emit updated state snapshot
         # This ensures the UI shows the approved state (e.g., 2 steps) not the original (3 steps)
         for snapshot_evt in collect_approved_state_snapshots(
@@ -506,10 +512,8 @@ async def run(
         run_kwargs: dict[str, Any] = {
             "thread": thread,
             "tools": tools_param,
-            "options": {"metadata": client_metadata},
+            "options": {"metadata": client_metadata} if client_metadata else {},
         }
-        if client_metadata:
-            run_kwargs["options"]["store"] = True
 
         async def _resolve_approval_responses(
             messages: list[Any],
@@ -630,8 +634,6 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap
                     confirmation_message = strategy.on_state_rejected()
 
             message_id = generate_event_id()
-            for event in self._create_initial_events(event_bridge, state_manager):
-                yield event
             yield TextMessageStartEvent(message_id=message_id, role="assistant")
             yield TextMessageContentEvent(message_id=message_id, delta=confirmation_message)
             yield TextMessageEndEvent(message_id=message_id)
@@ -667,10 +669,6 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap
                 event_bridge.should_stop_after_confirm = old_should_stop_after_confirm
                 should_recreate_event_bridge = False
 
-            if update_count == 0:
-                for event in self._create_initial_events(event_bridge, state_manager):
-                    yield event
-
             update_count += 1
             logger.info(f"[STREAM] Received update #{update_count} from agent")
             if all_updates is not None:
diff --git a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
index c441051ad6..5e54d374b3 100644
--- a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
+++ b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py
@@ -80,18 +80,6 @@
 ANTHROPIC_DEFAULT_MAX_TOKENS: Final[int] = 1024
 BETA_FLAGS: Final[list[str]] = ["mcp-client-2025-04-04", "code-execution-2025-08-25"]
 
-# Options from ChatOptions that are not supported by the Anthropic API
-# These are filtered out before making API calls
-UNSUPPORTED_OPTIONS: Final[frozenset[str]] = frozenset({
-    "logit_bias",
-    "seed",
-    "frequency_penalty",
-    "presence_penalty",
-    "store",
-    "conversation_id",
-})
-
-
 # region Anthropic Chat Options TypedDict
 
 
@@ -408,12 +396,8 @@ def _prepare_options(
 
             messages = prepend_instructions_to_messages(list(messages), instructions, role="system")
 
-        # Start with a copy of options, excluding unsupported and already-handled options
-        run_options: dict[str, Any] = {
-            k: v
-            for k, v in options.items()
-            if v is not None and k not in {"instructions"} and k not in UNSUPPORTED_OPTIONS
-        }
+        # Start with a copy of options, excluding already-handled options
+        run_options: dict[str, Any] = {k: v for k, v in options.items() if v is not None and k not in {"instructions"}}
 
         # Translation between options keys and Anthropic Messages API
         for old_key, new_key in OPTION_TRANSLATIONS.items():
diff --git a/python/packages/anthropic/tests/test_anthropic_client.py b/python/packages/anthropic/tests/test_anthropic_client.py
index 4f4da94e99..828d9916c2 100644
--- a/python/packages/anthropic/tests/test_anthropic_client.py
+++ b/python/packages/anthropic/tests/test_anthropic_client.py
@@ -375,43 +375,6 @@ def test_prepare_tools_for_anthropic_none(mock_anthropic_client: MagicMock) -> N
 # Run Options Tests
 
 
-async def test_prepare_options_filters_unsupported_options(mock_anthropic_client: MagicMock) -> None:
-    """Test that _prepare_options filters out options unsupported by Anthropic API.
-
-    Options like 'store', 'logit_bias', 'seed', 'frequency_penalty', 'presence_penalty',
-    and 'conversation_id' are not supported by Anthropic and should be filtered out
-    to prevent 'unexpected keyword argument' errors.
-    """
-    chat_client = create_test_anthropic_client(mock_anthropic_client)
-
-    messages = [ChatMessage(role=Role.USER, text="Hello")]
-    # Include all unsupported options along with a supported one
-    chat_options: ChatOptions = {
-        "max_tokens": 100,
-        "store": True,  # OpenAI-specific, not supported by Anthropic
-        "logit_bias": {123: 1.0},  # Not supported by Anthropic
-        "seed": 42,  # Not supported by Anthropic
-        "frequency_penalty": 0.5,  # Not supported by Anthropic
-        "presence_penalty": 0.5,  # Not supported by Anthropic
-        "conversation_id": "conv_123",  # OpenAI Responses API-specific
-    }
-
-    run_options = chat_client._prepare_options(messages, chat_options)
-
-    # Verify unsupported options are NOT in run_options
-    assert "store" not in run_options
-    assert "logit_bias" not in run_options
-    assert "seed" not in run_options
-    assert "frequency_penalty" not in run_options
-    assert "presence_penalty" not in run_options
-    assert "conversation_id" not in run_options
-
-    # Verify supported options ARE still in run_options
-    assert run_options["max_tokens"] == 100
-    assert "model" in run_options
-    assert "messages" in run_options
-
-
 async def test_prepare_options_basic(mock_anthropic_client: MagicMock) -> None:
     """Test _prepare_options with basic ChatOptions."""
     chat_client = create_test_anthropic_client(mock_anthropic_client)

From addf6bac35d53a733d40a71271f87c2ec9719d0a Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Tue, 20 Jan 2026 20:05:21 +0900
Subject: [PATCH 7/8] Fix issue

---
 .../agent_framework_ag_ui/_orchestrators.py   | 32 +++++++++++++++----
 1 file changed, 26 insertions(+), 6 deletions(-)

diff --git a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
index 85af8c012f..1da1cb7257 100644
--- a/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
+++ b/python/packages/ag-ui/agent_framework_ag_ui/_orchestrators.py
@@ -470,12 +470,24 @@ async def run(
         messages_snapshot_emitted = False
         accumulated_text_content = ""
         active_message_id: str | None = None
+        initial_events_emitted = False
+
+        # Check if this is an approval response flow (needs RunStartedEvent before any other events)
+        has_approval_response = any(
+            hasattr(msg, "contents")
+            and any(
+                getattr(c, "type", None) == "function_approval_response"
+                or type(c).__name__ == "FunctionApprovalResponseContent"
+                for c in (msg.contents or [])
+            )
+            for msg in provider_messages
+        )
 
-        # CRITICAL: Emit initial events (RunStartedEvent, etc.) at the start of every run.
-        # This must happen BEFORE any other events (like StateSnapshotEvent from approvals)
-        # because AG-UI clients require RunStartedEvent as the first event.
-        for event in self._create_initial_events(event_bridge, state_manager):
-            yield event
+        # For approval responses, emit initial events upfront since the agent may not stream any updates
+        if has_approval_response:
+            for event in self._create_initial_events(event_bridge, state_manager):
+                yield event
+            initial_events_emitted = True
 
         # Check for FunctionApprovalResponseContent and emit updated state snapshot
         # This ensures the UI shows the approved state (e.g., 2 steps) not the original (3 steps)
@@ -669,6 +681,12 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap
                 event_bridge.should_stop_after_confirm = old_should_stop_after_confirm
                 should_recreate_event_bridge = False
 
+            # Emit initial events after the first update when we have the correct thread_id/run_id
+            if not initial_events_emitted:
+                for event in self._create_initial_events(event_bridge, state_manager):
+                    yield event
+                initial_events_emitted = True
+
             update_count += 1
             logger.info(f"[STREAM] Received update #{update_count} from agent")
             if all_updates is not None:
@@ -780,10 +798,12 @@ def _build_messages_snapshot(tool_message_id: str | None = None) -> MessagesSnap
                     yield TextMessageEndEvent(message_id=message_id)
                     logger.info(f"Emitted conversational message with length={len(response_dict['message'])}")
 
-        if all_updates is not None and len(all_updates) == 0:
+        # Ensure initial events are emitted even if the stream was empty
+        if not initial_events_emitted:
             logger.info("No updates received from agent - emitting initial events")
             for event in self._create_initial_events(event_bridge, state_manager):
                 yield event
+            initial_events_emitted = True
 
         logger.info(f"[FINALIZE] Checking for unclosed message. current_message_id={event_bridge.current_message_id}")
         if event_bridge.current_message_id:

From b31a075b8047cf02e735d3cccc5b31bd07096a1d Mon Sep 17 00:00:00 2001
From: Evan Mattson <evan.mattson@microsoft.com>
Date: Wed, 21 Jan 2026 12:15:03 +0900
Subject: [PATCH 8/8] Fix tests

---
 .../tests/test_agent_wrapper_comprehensive.py      | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py b/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py
index 7b356d5235..161837bed3 100644
--- a/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py
+++ b/python/packages/ag-ui/tests/test_agent_wrapper_comprehensive.py
@@ -433,9 +433,9 @@ async def test_thread_metadata_tracking():
     async def stream_fn(
         messages: MutableSequence[ChatMessage], options: dict[str, Any], **kwargs: Any
     ) -> AsyncIterator[ChatResponseUpdate]:
-        metadata = options.get("metadata")
-        if metadata:
-            thread_metadata.update(metadata)
+        thread = kwargs.get("thread")
+        if thread:
+            captured_thread.append(thread)
         yield ChatResponseUpdate(contents=[Content.from_text(text="Hello")])
 
     agent = ChatAgent(name="test_agent", instructions="Test", chat_client=StreamingChatClientStub(stream_fn))
@@ -465,16 +465,16 @@ async def test_state_context_injection():
     thread.metadata for orchestration purposes, but is NOT passed to chat clients
     via options.metadata since external clients may not accept these fields.
     """
-    from agent_framework_ag_ui import AgentFrameworkAgent
+    from agent_framework.ag_ui import AgentFrameworkAgent
 
     captured_thread: list[Any] = []
 
     async def stream_fn(
         messages: MutableSequence[ChatMessage], options: dict[str, Any], **kwargs: Any
     ) -> AsyncIterator[ChatResponseUpdate]:
-        metadata = options.get("metadata")
-        if metadata:
-            thread_metadata.update(metadata)
+        thread = kwargs.get("thread")
+        if thread:
+            captured_thread.append(thread)
         yield ChatResponseUpdate(contents=[Content.from_text(text="Hello")])
 
     agent = ChatAgent(name="test_agent", instructions="Test", chat_client=StreamingChatClientStub(stream_fn))