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| og:image:alt | This PR introduces support for partial results, primarily intended to enable streaming responses from long-running tools and agent interactions. Returning partial output improves responsiveness, in... |
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| Conversation | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
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| Checks | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776/checks |
| Files changed | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776/files |
| feat: add support for partial results and streaming responses | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#top |
| matoushavlena | https://github.com/matoushavlena |
| modelcontextprotocol:main | https://github.com/modelcontextprotocol/modelcontextprotocol/tree/main |
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| Jun 18, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issue-3155900285 |
| #111 | https://github.com/modelcontextprotocol/modelcontextprotocol/discussions/111 |
| #117 | https://github.com/modelcontextprotocol/modelcontextprotocol/issues/117 |
| #484 | https://github.com/modelcontextprotocol/modelcontextprotocol/issues/484 |
| [feat] Introduce partial results as part of progress notifications #383 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383 |
| this comment | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383#issuecomment-2911300705 |
| [Proposal] Task semantics and multi-turn interactions with tools #314 | https://github.com/modelcontextprotocol/modelcontextprotocol/discussions/314 |
| First-class streaming tool output #484 | https://github.com/modelcontextprotocol/modelcontextprotocol/issues/484 |
| Streaming interaction support #117 | https://github.com/modelcontextprotocol/modelcontextprotocol/issues/117 |
| MCP Documentation | https://modelcontextprotocol.io |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
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| feat: partial results | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776/commits/5e819015c714b79b27449e6b0b47528d189e3135 |
| 5e81901 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776/commits/5e819015c714b79b27449e6b0b47528d189e3135 |
| https://github.com/pilartomas |
| pilartomas | https://github.com/pilartomas |
| force-pushed | https://github.com/modelcontextprotocol/modelcontextprotocol/compare/386692dff839d06a3a8344cc6ee9dd7d91b45311..5e819015c714b79b27449e6b0b47528d189e3135 |
| 386692d | https://github.com/modelcontextprotocol/modelcontextprotocol/commit/386692dff839d06a3a8344cc6ee9dd7d91b45311 |
| 5e81901 | https://github.com/modelcontextprotocol/modelcontextprotocol/commit/5e819015c714b79b27449e6b0b47528d189e3135 |
|
Compare
| https://github.com/modelcontextprotocol/modelcontextprotocol/compare/386692dff839d06a3a8344cc6ee9dd7d91b45311..5e819015c714b79b27449e6b0b47528d189e3135 |
| June 18, 2025 08:09 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#event-18205230616 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
| Jun 18, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2985254656 |
| this comment | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383#issuecomment-2911300705 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/pilartomas |
| pilartomas | https://github.com/pilartomas |
| Jun 19, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2987112721 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
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| https://github.com/matoushavlena |
| matoushavlena | https://github.com/matoushavlena |
| Jun 19, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2987532248 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://a2a-protocol.org/latest/specification/#93-streaming-task-execution-sse | https://a2a-protocol.org/latest/specification/#93-streaming-task-execution-sse |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
| Jun 19, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2988701809 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/siwachabhi |
| siwachabhi | https://github.com/siwachabhi |
| Jun 20, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2992442075 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| #383 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/siwachabhi |
| siwachabhi | https://github.com/siwachabhi |
|
Jun 20, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-pullrequest-3010030037 |
|
[feat] Introduce partial results as part of progress notifications
#383
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383 |
| https://github.com/ibuildthecloud |
| ibuildthecloud | https://github.com/ibuildthecloud |
| Jun 20, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2993162975 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
| Jun 21, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2993224221 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| #776 (comment) | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2985254656 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/ibuildthecloud |
| ibuildthecloud | https://github.com/ibuildthecloud |
| Jun 21, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-2993619420 |
| https://platform.openai.com/docs/api-reference/responses-streaming/response/content_part/added#responses-streaming/response/content_part/added-output_index | https://platform.openai.com/docs/api-reference/responses-streaming/response/content_part/added#responses-streaming/response/content_part/added-output_index |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/tadasant |
| tadasant | https://github.com/tadasant |
|
Jun 24, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-issue-3172006095 |
|
[RFC] Partial results and streaming responses
modelcontextprotocol-community/working-groups#44
| https://github.com/modelcontextprotocol-community/working-groups/issues/44 |
| https://github.com/victordibia |
| victordibia | https://github.com/victordibia |
| Jun 25, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3006471167 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| @matoushavlena | https://github.com/matoushavlena |
| @siwachabhi | https://github.com/siwachabhi |
| @jonathanhefner | https://github.com/jonathanhefner |
| #383 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383 |
| https://github.com/victordibia/python-sdk/blob/main/examples/fastmcp/streaming_example.py | https://github.com/victordibia/python-sdk/blob/main/examples/fastmcp/streaming_example.py |
| https://github.com/victordibia/python-sdk/blob/main/examples/fastmcp/streaming_example.py | https://github.com/victordibia/python-sdk/blob/main/examples/fastmcp/streaming_example.py |
| this doc | https://docs.google.com/document/d/1UUuuAaAX9s9yHl0pOrZcziRO2vqYwbXKzOYA2K0KVP4/edit?usp=sharing |
| @matoushavlena | https://github.com/matoushavlena |
| #776 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| #383 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383 |
| fix: add status field in Resource class and Resource as a return type in CallToolResult #549 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/549 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/pilartomas |
| pilartomas | https://github.com/pilartomas |
| Jun 26, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3008179302 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/darrelmiller |
| darrelmiller | https://github.com/darrelmiller |
| Jun 26, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3009408769 |
| https://www.jsonrpc.org/specification#response_object | https://www.jsonrpc.org/specification#response_object |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/mariusdv |
| mariusdv | https://github.com/mariusdv |
| Jun 26, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3010744217 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| @darrelmiller | https://github.com/darrelmiller |
| #383 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/383 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/matoushavlena |
| matoushavlena | https://github.com/matoushavlena |
| Jun 27, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3011976323 |
| @jonathanhefner | https://github.com/jonathanhefner |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/matoushavlena |
| matoushavlena | https://github.com/matoushavlena |
| Jun 27, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3012071077 |
| LSP spec | https://microsoft.github.io/language-server-protocol/specifications/lsp/3.17/specification/#partialResults |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/matoushavlena |
| matoushavlena | https://github.com/matoushavlena |
| Jun 27, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3012253701 |
| @darrelmiller | https://github.com/darrelmiller |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/madevoge |
| madevoge | https://github.com/madevoge |
| Jun 27, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3013660540 |
| @matoushavlena | https://github.com/matoushavlena |
| LSP spec | https://microsoft.github.io/language-server-protocol/specifications/lsp/3.17/specification/#partialResults |
| https://modelcontextprotocol.io/specification/2025-06-18/basic/transports#resumability-and-redelivery | https://modelcontextprotocol.io/specification/2025-06-18/basic/transports#resumability-and-redelivery |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/pilartomas |
| pilartomas | https://github.com/pilartomas |
| Jul 2, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3027061327 |
| @ibuildthecloud | https://github.com/ibuildthecloud |
| @jonathanhefner | https://github.com/jonathanhefner |
| @victordibia | https://github.com/victordibia |
| @matoushavlena | https://github.com/matoushavlena |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/darrelmiller |
| darrelmiller | https://github.com/darrelmiller |
| Jul 6, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3041920050 |
| @matoushavlena | https://github.com/matoushavlena |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/mikekistler |
| mikekistler | https://github.com/mikekistler |
| Jul 7, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3045384709 |
| @darrelmiller | https://github.com/darrelmiller |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/darrelmiller |
| darrelmiller | https://github.com/darrelmiller |
| Jul 7, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3045872949 |
| @mikekistler | https://github.com/mikekistler |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/victordibia |
| victordibia | https://github.com/victordibia |
|
Jul 9, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-pullrequest-3216939412 |
|
Expand MCP Workbench to support more MCP Client features
microsoft/autogen#6785
| https://github.com/microsoft/autogen/pull/6785 |
| https://github.com/ihrpr |
| ihrpr | https://github.com/ihrpr |
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Jul 16, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-issue-3237205302 |
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[notes] Long running tools/ async tools/ resumability
#982
| https://github.com/modelcontextprotocol/modelcontextprotocol/issues/982 |
| https://github.com/victordibia |
| victordibia | https://github.com/victordibia |
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Jul 24, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-issue-3180144863 |
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Investigate adding agentic protocol support to MCP
microsoft/agent-framework#109
| https://github.com/microsoft/agent-framework/issues/109 |
| https://github.com/mikekistler |
| mikekistler | https://github.com/mikekistler |
| Jul 25, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3120345167 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/matoushavlena |
| matoushavlena | https://github.com/matoushavlena |
| Jul 28, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3126018847 |
| 9.3. Streaming Task Execution (SSE) | https://a2a-protocol.org/latest/specification/#93-streaming-task-execution-sse |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
| Jul 28, 2025 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3129294052 |
| @mpcm | https://github.com/mpcm |
| #414 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/414 |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/polartulip |
| polartulip | https://github.com/polartulip |
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Aug 28, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-issue-3352550870 |
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MCP tool to NLWeb Tools
nlweb-ai/NLWeb#329
| https://github.com/nlweb-ai/NLWeb/issues/329 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
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Sep 16, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-issue-3416191896 |
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streaming tool call is needed
#1475
| https://github.com/modelcontextprotocol/modelcontextprotocol/issues/1475 |
| https://github.com/dsp-ant |
| dsp-ant | https://github.com/dsp-ant |
| September 23, 2025 21:10 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#event-19875242787 |
| https://github.com/domdomegg |
| domdomegg | https://github.com/domdomegg |
| code owner | https://github.com/modelcontextprotocol/modelcontextprotocol/blob/14043ad98110cf9512b879766a2bd03530568607/.github/CODEOWNERS#L7 |
| November 25, 2025 19:37 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#event-21172646992 |
| https://github.com/maxisbey |
| maxisbey | https://github.com/maxisbey |
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Dec 15, 2025
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-issue-2984908636 |
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can we call tools and return steaming output?
modelcontextprotocol/python-sdk#472
| https://github.com/modelcontextprotocol/python-sdk/issues/472 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
| Feb 6, 2026 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#issuecomment-3862418705 |
| SEP guidelines | https://modelcontextprotocol.io/community/sep-guidelines |
| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
| https://github.com/jonathanhefner |
| jonathanhefner | https://github.com/jonathanhefner |
| Feb 6, 2026 | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#event-22599086442 |
| https://github.com/kuwatly |
| kuwatly | https://github.com/kuwatly |
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Jul 2, 2026
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776#ref-pullrequest-4790404816 |
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Add SEP-2998: Partial Tool Results (streaming tool call output)
#2998
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2998 |
| https://github.co/hiddenchars |
| https://github.com/modelcontextprotocol/modelcontextprotocol/pull/{{ revealButtonHref }} |
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| Please reload this page | https://github.com/modelcontextprotocol/modelcontextprotocol/pull/776 |
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| https://github.com/matoushavlena |
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| https://github.com/jonathanhefner |
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| https://github.com/pilartomas |
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| https://github.com/siwachabhi |
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| https://github.com/ibuildthecloud |
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| https://github.com/victordibia |
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| https://github.com/darrelmiller |
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| https://github.com/mariusdv |
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| https://github.com/madevoge |
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| https://github.com/mikekistler |
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