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| og:image:alt | This PR implements the required changes for modelcontextprotocol/modelcontextprotocol#1391, which adds asynchronous tool execution.
This is a large PR, and I expect that if the associated SEP is ac... |
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| modelcontextprotocol:main | https://github.com/modelcontextprotocol/python-sdk/tree/main |
| LucaButBoring:feat/async-tools | https://github.com/LucaButBoring/mcp-python-sdk/tree/feat/async-tools |
| Conversation | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
| Commits45 (45) | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits |
| Checks | https://github.com/modelcontextprotocol/python-sdk/pull/1398/checks |
| Files changed | https://github.com/modelcontextprotocol/python-sdk/pull/1398/files |
| Asynchronous Tool Execution | https://github.com/modelcontextprotocol/python-sdk/pull/1398#top |
| LucaButBoring | https://github.com/LucaButBoring |
| modelcontextprotocol:main | https://github.com/modelcontextprotocol/python-sdk/tree/main |
| LucaButBoring:feat/async-tools | https://github.com/LucaButBoring/mcp-python-sdk/tree/feat/async-tools |
|
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
| Sep 25, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#issue-3451626195 |
| Please reload this page | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
| modelcontextprotocol/modelcontextprotocol#1391 | https://github.com/modelcontextprotocol/modelcontextprotocol/issues/1391 |
| MCP Documentation | https://modelcontextprotocol.io |
| Please reload this page | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
| LucaButBoring | https://github.com/LucaButBoring |
| September 19, 2025 13:57 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#commits-pushed-395194a |
|
| https://github.com/LucaButBoring |
| Implement new data models for async tools (SEP-1391) | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/395194a960c02d513d16e15bbf031be9302d7f36 |
| 395194a | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/395194a960c02d513d16e15bbf031be9302d7f36 |
|
| https://github.com/LucaButBoring |
| Add "next" protocol version to isolate async tools from existing clients | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/cbda6e336e935c7e29a8cae906a9c691291af31c |
| cbda6e3 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/cbda6e336e935c7e29a8cae906a9c691291af31c |
|
| https://github.com/LucaButBoring |
| Implement session functions for async tools | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e5e4078bedc1e7b9c5efb443ba45d7232f30de72 |
| e5e4078 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e5e4078bedc1e7b9c5efb443ba45d7232f30de72 |
|
| https://github.com/LucaButBoring |
| Implement server-side handling for async tool calls | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/7dd550b40867d58571e910235aa4838890908dbd |
| 7dd550b | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/7dd550b40867d58571e910235aa4838890908dbd |
|
| https://github.com/LucaButBoring |
| Rename types for latest SEP-1391 revision | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/8d281be6bb55200db9f7bb06e71f0603087dee8c |
| 8d281be | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/8d281be6bb55200db9f7bb06e71f0603087dee8c |
|
| https://github.com/LucaButBoring |
| Handle cancellation notifications on async ops | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/0dc8d430d614b8c7d55fb63bcfbd68f0f5eb3db7 |
| 0dc8d43 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/0dc8d430d614b8c7d55fb63bcfbd68f0f5eb3db7 |
|
| https://github.com/LucaButBoring |
| Implement support for input_required status | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e70f44190c78e83e6f6c3da5380fa0788cd616b2 |
| e70f441 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e70f44190c78e83e6f6c3da5380fa0788cd616b2 |
|
| https://github.com/LucaButBoring |
| Support configuring the broadcasted client version | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/207923048448467d6117ba9be0d3a75730041f59 |
| 2079230 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/207923048448467d6117ba9be0d3a75730041f59 |
|
| https://github.com/LucaButBoring |
| Pass AsyncOperations from FastMCP to Server | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/04bac419f22c2dfb3296d1f7dace776441fe1dd2 |
| 04bac41 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/04bac419f22c2dfb3296d1f7dace776441fe1dd2 |
|
| https://github.com/LucaButBoring |
| Implement lowlevel async CallTool | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/2df5e7cba50450a1315b78421e4ad42181a5ec36 |
| 2df5e7c | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/2df5e7cba50450a1315b78421e4ad42181a5ec36 |
|
| https://github.com/LucaButBoring |
| Implement async tools snippets | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/759a9a39928808440bc78176b0c2bdc28c7769dc |
| 759a9a3 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/759a9a39928808440bc78176b0c2bdc28c7769dc |
|
| https://github.com/LucaButBoring |
| Implement optoken to tool name map on client end for validation | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/011a363ea3db59baadf1d69e9859d4c0c047144f |
| 011a363 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/011a363ea3db59baadf1d69e9859d4c0c047144f |
|
| https://github.com/LucaButBoring |
| Support configuring async tool keepalives | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e40055a40f9b65376b7eaaa129feafe2192ff33a |
| e40055a | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e40055a40f9b65376b7eaaa129feafe2192ff33a |
|
| https://github.com/LucaButBoring |
| Control async op expiry by resolved_at, not created_at | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/600982effc364f42233256d5bd88087f1c78ee2b |
| 600982e | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/600982effc364f42233256d5bd88087f1c78ee2b |
|
| https://github.com/LucaButBoring |
| Add snippet for async tool with keepalive | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/37fb963cf689e4bd3fe7baaa5aa0339c5e2f609c |
| 37fb963 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/37fb963cf689e4bd3fe7baaa5aa0339c5e2f609c |
|
| https://github.com/LucaButBoring |
| Support progress in async tools | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/f8ca895454038fe58e7bcd4a230df5d9baafe586 |
| f8ca895 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/f8ca895454038fe58e7bcd4a230df5d9baafe586 |
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
|
Sep 25, 2025
| https://github.com/modelcontextprotocol/python-sdk/pull/1398#ref-issue-3357404258 |
|
SEP-1391: Long-Running Operations
modelcontextprotocol/modelcontextprotocol#1391
| https://github.com/modelcontextprotocol/modelcontextprotocol/issues/1391 |
|
| https://github.com/LucaButBoring |
| Operation token plumbing to support async elicitation/sampling | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/b802dc423bc74458830bfdcb3626ac55ca77bcaf |
| b802dc4 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/b802dc423bc74458830bfdcb3626ac55ca77bcaf |
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
| Sep 26, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#issuecomment-3336624785 |
| commit | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/b802dc423bc74458830bfdcb3626ac55ca77bcaf |
| Please reload this page | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
| https://github.com/felixweinberger |
| felixweinberger | https://github.com/felixweinberger |
|
pending publish
| https://github.com/modelcontextprotocol/python-sdk/issues?q=state%3Aopen%20label%3A%22pending%20publish%22 |
|
pending SEP approval
| https://github.com/modelcontextprotocol/python-sdk/issues?q=state%3Aopen%20label%3A%22pending%20SEP%20approval%22 |
| Sep 26, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#event-19944602107 |
| LucaButBoring | https://github.com/LucaButBoring |
| September 26, 2025 13:33 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#commits-pushed-047664f |
|
| https://github.com/LucaButBoring |
| Add decorator parameter for immediate return value in LRO | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/047664f63f417eff93ec9ac91881f4c97537a51a |
| 047664f | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/047664f63f417eff93ec9ac91881f4c97537a51a |
|
| https://github.com/LucaButBoring |
| Support configuring immediate LRO result | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/07a2821d0689bb505f65501b7a0a3fde3e2684a6 |
| 07a2821 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/07a2821d0689bb505f65501b7a0a3fde3e2684a6 |
|
| https://github.com/LucaButBoring |
| Fix code complexity issue in sHTTP | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/2943631ece87d0c8c8093e2f323dae35cbf71890 |
| 2943631 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/2943631ece87d0c8c8093e2f323dae35cbf71890 |
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
| Sep 29, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#issuecomment-3348258709 |
| Please reload this page | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
| LucaButBoring | https://github.com/LucaButBoring |
| September 29, 2025 12:02 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#commits-pushed-e6a12e1 |
|
| https://github.com/LucaButBoring |
| Merge branch 'main' of | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e6a12e13c5beb364aa49a1d7a3a8ad22901abca4 |
| https://github.com/modelcontextprotocol/python… | https://github.com/modelcontextprotocol/python-sdk |
| e6a12e1 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/e6a12e13c5beb364aa49a1d7a3a8ad22901abca4 |
| …-sdk | https://github.com/modelcontextprotocol/python-sdk |
|
| https://github.com/LucaButBoring |
| Add basic documentation for async tools | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/4539c597884acd093fe2ca12ab8ec372824971e2 |
| 4539c59 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/4539c597884acd093fe2ca12ab8ec372824971e2 |
|
| https://github.com/LucaButBoring |
| Remove misplaced server test | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/97be6dd26d26a2d2cb4f5ad087548eadd7baa78b |
| 97be6dd | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/97be6dd26d26a2d2cb4f5ad087548eadd7baa78b |
|
| https://github.com/LucaButBoring |
| Split up async tool snippets to improve README readability | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/b0d3f305d1dce1a88cbe73d18909d327f22ae010 |
| b0d3f30 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/b0d3f305d1dce1a88cbe73d18909d327f22ae010 |
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
| September 29, 2025 21:25 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#event-19993815467 |
| https://github.com/Kludex |
| Kludex | https://github.com/Kludex |
| Oct 2, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#issuecomment-3360193317 |
| Please reload this page | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
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Oct 2, 2025
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View reviewed changes
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Oct 2, 2025
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View reviewed changes
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Oct 2, 2025
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View reviewed changes
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| src/mcp/server/lowlevel/server.py | https://github.com/modelcontextprotocol/python-sdk/pull/1398/files/2ed562eb667a5ba2d4425f6c247ea4361d8b95b8#diff-b21bf5e21c058ccfddb404c209f2d4288e4f32b121111ffc9d466638631d13e4 |
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| October 3, 2025 15:03 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#commits-pushed-76f135e |
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| Use server TaskGroup to fix operations blocking CallTool requests | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/76f135e5d13f28cd45a19cbbcd2ac7b676c27cb0 |
| 76f135e | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/76f135e5d13f28cd45a19cbbcd2ac7b676c27cb0 |
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| Merge branch 'main' into feat/async-tools | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/6be55ef5487b1d097a0e4cb2c8f38d1b0d9dfa57 |
| 6be55ef | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/6be55ef5487b1d097a0e4cb2c8f38d1b0d9dfa57 |
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| Remove vestigial session operation cancellation | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/7255e4fdde43f4ec059ddd7ec316bb564624b9bc |
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pending publish
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| Oct 6, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#event-20114166666 |
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| October 6, 2025 13:25 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#commits-pushed-c2f8bb1 |
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| https://github.com/LucaButBoring |
| Merge branch 'main' of | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/c2f8bb17f277f7a6b1702d589dae57cb0f8bbbd0 |
| https://github.com/modelcontextprotocol/python… | https://github.com/modelcontextprotocol/python-sdk |
| c2f8bb1 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/c2f8bb17f277f7a6b1702d589dae57cb0f8bbbd0 |
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| Fully switch AsyncOperationManager to anyio | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/17bef50f7519fec8d89d8d04b7b36d9b8579e5e2 |
| 17bef50 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/17bef50f7519fec8d89d8d04b7b36d9b8579e5e2 |
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| https://github.com/LucaButBoring |
| import Self from typing_extensions for Python 3.10 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/17fc21e7ff7af17029575634aa63163dc5ae4239 |
| 17fc21e | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/17fc21e7ff7af17029575634aa63163dc5ae4239 |
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| https://github.com/LucaButBoring |
| Fix sync/async detection and add failing test for reconnects | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/428e7a4538529580b51a87e3463492be6b3ee684 |
| 428e7a4 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/428e7a4538529580b51a87e3463492be6b3ee684 |
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| Fix async test assertion | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/5f422e71919c1db81eef545bed54284db31f9f34 |
| 5f422e7 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/5f422e71919c1db81eef545bed54284db31f9f34 |
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| Convert ServerAsyncOperationManager into async context manager | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/40cf77ee4c683a2d8d3995976699485c4bf2634f |
| 40cf77e | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/40cf77ee4c683a2d8d3995976699485c4bf2634f |
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| https://github.com/LucaButBoring |
| Tidy up debug/test cruft | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/272b2380ebc4e536e56d811c588f3fdc5831f17f |
| 272b238 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/272b2380ebc4e536e56d811c588f3fdc5831f17f |
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Oct 7, 2025
| https://github.com/modelcontextprotocol/python-sdk/pull/1398#ref-issue-3079921178 |
|
Implement asynchronous task execution with result retrieval after connection loss
#769
| https://github.com/modelcontextprotocol/python-sdk/issues/769 |
| LucaButBoring | https://github.com/LucaButBoring |
| October 7, 2025 17:53 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#commits-pushed-3701594 |
|
| https://github.com/LucaButBoring |
| Split ServerAsyncOperationManager into AsyncOperationStore and AsyncO… | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/3701594ac4e959af414ad288e2b98683ffa0cac9 |
| 3701594 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/3701594ac4e959af414ad288e2b98683ffa0cac9 |
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| https://github.com/LucaButBoring |
| Add dedicated event queues to fix IO and be transport-agnostic | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/0d48861924d0f2313a849745214d8b2f99422ddb |
| 0d48861 | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/0d48861924d0f2313a849745214d8b2f99422ddb |
|
| https://github.com/LucaButBoring |
| Clean up LRO code and update docs | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/84c6e4b0b7904a8f98d9de4edad0e9e1e500d3d4 |
| 84c6e4b | https://github.com/modelcontextprotocol/python-sdk/pull/1398/commits/84c6e4b0b7904a8f98d9de4edad0e9e1e500d3d4 |
| https://github.com/LucaButBoring |
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| Oct 11, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#issuecomment-3392726328 |
| Please reload this page | https://github.com/modelcontextprotocol/python-sdk/pull/1398 |
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|
Oct 20, 2025
| https://github.com/modelcontextprotocol/python-sdk/pull/1398#ref-issue-3534002430 |
|
SEP-1686: Tasks
modelcontextprotocol/modelcontextprotocol#1686
| https://github.com/modelcontextprotocol/modelcontextprotocol/issues/1686 |
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
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Oct 28, 2025
| https://github.com/modelcontextprotocol/python-sdk/pull/1398#ref-issue-3563658132 |
|
[notes] Agents WG Meeting, October 28th, 2025
modelcontextprotocol/modelcontextprotocol#1726
| https://github.com/modelcontextprotocol/modelcontextprotocol/issues/1726 |
| https://github.com/felixweinberger |
| felixweinberger | https://github.com/felixweinberger |
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Oct 30, 2025
| https://github.com/modelcontextprotocol/python-sdk/pull/1398#ref-issue-3570482603 |
|
Implement SEP-1686: Tasks
#1546
| https://github.com/modelcontextprotocol/python-sdk/issues/1546 |
| https://github.com/LucaButBoring |
| LucaButBoring | https://github.com/LucaButBoring |
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Oct 31, 2025
| https://github.com/modelcontextprotocol/python-sdk/pull/1398#ref-pullrequest-3572905136 |
|
SEP-1686: Tasks
#1554
| https://github.com/modelcontextprotocol/python-sdk/pull/1554 |
| https://github.com/maxisbey |
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| Nov 20, 2025 | https://github.com/modelcontextprotocol/python-sdk/pull/1398#event-21079952784 |
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Copilot code review
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