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Title: Nexus-backed MCP calls from a workflow by dandavison · Pull Request #235 · temporalio/samples-python · GitHub

Open Graph Title: Nexus-backed MCP calls from a workflow by dandavison · Pull Request #235 · temporalio/samples-python

X Title: Nexus-backed MCP calls from a workflow by dandavison · Pull Request #235 · temporalio/samples-python

Description: This sample demonstrates how to make MCP calls from a workflow, using the MCP Python SDK. The MCP server can be a standard stdio server, or it can be implemented as a Temporal workflow, giving rise to durable client sessions. The example uses an MCP server with stateful sessions: the sequentialthinking reference MCP server, optionally translated as a Python Temporal workflow. temporal operator nexus endpoint create \ --target-namespace default \ --name mcp-sequential-thinking-nexus-endpoint \ --target-task-queue mcp-sequential-thinking-task-queue uv sync --group=mcp uv run mcp_examples/workflow_nexus_transport/app.py --mcp-server-type stdio uv run mcp_examples/workflow_nexus_transport/app.py --mcp-server-type workflow

Open Graph Description: This sample demonstrates how to make MCP calls from a workflow, using the MCP Python SDK. The MCP server can be a standard stdio server, or it can be implemented as a Temporal workflow, giving rise...

X Description: This sample demonstrates how to make MCP calls from a workflow, using the MCP Python SDK. The MCP server can be a standard stdio server, or it can be implemented as a Temporal workflow, giving rise...

Opengraph URL: https://github.com/temporalio/samples-python/pull/235

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dfedae3 MCP from workflow via custom Nexus transport dandavison Aug 9, 2025 https://github.com/temporalio/samples-python/pull/235/commits/dfedae3967be7b989d9409b879c7e71759adab60
293da33 Delete sequential_thinking example dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/293da33757a2833f85aa6aab5bfc0ca4fef01091
ce7de1a Fix stream type errors dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/ce7de1a717e85a42db0eee72351619bd4b1b79df
047d42c Stub the nexus service dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/047d42c835445122f16008996a6e3473ca93cd3c
e1f3df6 Revert "Stub the nexus service" dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/e1f3df6940976465a71f92f805e5391946fe15c8
eb9fd22 Create backing workflow dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/eb9fd2267f2dec9ee50992f40af0b26b672aff35
468b3c7 Local SDK dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/468b3c719b9d1dc6e670b14625afa6e04742fc8f
6aa3253 Copy StatefulTemporalMCPServer dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/6aa325301054e39fd63f6014633afc6be3700e7c
c69f929 Convert to use mcp.ClientSession dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/c69f929a30a9a249941e9bf2deef5af6b322687c
761451f Revert back to workflow stub dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/761451f3a8ff7733f3866ab2607c9b6ed6b4cb8b
11d2d35 Initial version dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/11d2d357dec806d752c494f4a06e281c01cd92d1
ca7691e Reorganize dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/ca7691e6e58c716e7dea6a4f0b9540c067d0c2a7
5b944a4 Add workflow implementation of stateful MCP server dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/5b944a4cd18e8be6cf7cb82f229b24c57a2fb1a6
c5e0188 Refactor dandavison Aug 16, 2025 https://github.com/temporalio/samples-python/pull/235/commits/c5e0188c4b6750165c5c805b786cde9b88753a1b
3694036 Use ABC instead of Protocol dandavison Aug 17, 2025 https://github.com/temporalio/samples-python/pull/235/commits/3694036bf31ab904cce308f7e8e589f67679880f
a5c524c Rename as WorkflowTransport dandavison Aug 19, 2025 https://github.com/temporalio/samples-python/pull/235/commits/a5c524cf3eea9ef2a136f7f1dd7997290474b13f
9b1a107 Install temporalio from github dandavison Aug 19, 2025 https://github.com/temporalio/samples-python/pull/235/commits/9b1a107c1510ca849249761a68412c8b282a0e98
b55cda6 Delete stale tests dandavison Aug 19, 2025 https://github.com/temporalio/samples-python/pull/235/commits/b55cda6db6180d2da4ff7094ae86b21ff8dfac1b
615f50b Move README dandavison Aug 19, 2025 https://github.com/temporalio/samples-python/pull/235/commits/615f50b987062b49d2e31722dfe0b5567815fc78
8e9e9da Migrate to new WorkflowTransport implementation dandavison Aug 19, 2025 https://github.com/temporalio/samples-python/pull/235/commits/8e9e9da51f1a15bb75bbc071800eab02c3deea6b
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