microsoft/agent-framework

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A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Stars: 13.6k
Forks: 2.3k
Open beginner issues: 1
Indexed issues: 494
Avg merge: 2d 45m
Merged PRs (30d): 358

Dominant language: Python
License: MIT
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

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494 open issues indexed

.NET Workflows - Provide sample that shows usage of "Foundry IQ" tool Open

.NET declarative workflows

Difficulty 3/5 1-2 days Newbie friendliness 35/100

microsoft/agent-framework#2794 · 1 comment · Opened Dec 11, 2025
.NET Workflows - Support parallel execution for declarative workflows Open

.NET workflows

Difficulty 5/5 Over a week Newbie friendliness 35/100

microsoft/agent-framework#2793 · 3 comments · 1 reaction · Opened Dec 11, 2025
.NET Workflows - Provide sample that demonstrate providing file based input to `InvokeAzureAgent` action Open

.NET declarative workflows

Difficulty 3/5 1-2 days Newbie friendliness 25/100

microsoft/agent-framework#2773 · Opened Dec 11, 2025
Handle passing Mem0 v2 search `filters` parameter at runtime Open

microsoft/agent-framework#2767 · 2 comments · 1 assignee · Opened Dec 10, 2025
Python: [Python] Inline HIL request and response in executor Open

python question workflows

microsoft/agent-framework#2743 · 4 comments · 1 assignee · Opened Dec 10, 2025
.NET: DevUI workflows require complex Chat Protocol while Python workflows are simple - output visibility gap Open

.NET devui

Difficulty 4/5 3-5 days Newbie friendliness 48/100

microsoft/agent-framework#2691 · 6 reactions · Opened Dec 8, 2025
.NET Agent Prompt Templates and Versioning Open

.NET question

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/agent-framework#2689 · 4 comments · Opened Dec 7, 2025
.NET Multi-Agent Orchestration Timeout and Cancellation Handling Open

.NET workflows

microsoft/agent-framework#2685 · 4 comments · 1 assignee · Opened Dec 7, 2025
.NET: Publish Mem0 .net package Open

.NET memory

microsoft/agent-framework#2663 · 2 comments · 1 assignee · Opened Dec 5, 2025
.NET: [BackagroundResponses] Allow ChatClientAgent to work with non-ChatClientAgent continuation tokens Open

.NET

Difficulty 3/5 1-2 days Newbie friendliness 45/100

microsoft/agent-framework#2662 · Opened Dec 5, 2025
Python: Setup build and release pipelines in ADO Open

python

microsoft/agent-framework#2661 · 1 assignee · Opened Dec 5, 2025
.NET & Python: [Durable Agents] Automatic thread/session cleanup TTL Open

.NET durabletask hosting python

microsoft/agent-framework#2615 · 4 comments · 1 assignee · Opened Dec 3, 2025
.NET: Donate SharpAIKit to Microsoft Agent Framework as an Official .NET AI Capability Layer Open

.NET

Difficulty 5/5 Over a week Newbie friendliness 15/100

microsoft/agent-framework#2608 · 6 comments · Opened Dec 3, 2025
Python: can we configure memory in declarative agent yaml Open

.NET agents

Difficulty 5/5 Over a week Newbie friendliness 20/100

microsoft/agent-framework#2592 · Opened Dec 3, 2025
Python: Copilot Studio Agent: Add service authentication mode Open

.NET agents python question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

microsoft/agent-framework#2584 · 1 comment · Opened Dec 2, 2025
Python: Manipulating Static Files for DevUI Open

devui python question

microsoft/agent-framework#2581 · 1 assignee · Opened Dec 2, 2025
.NET: AG-UI support for workflow as agent Open

.NET ag-ui question

microsoft/agent-framework#2494 · 4 comments · 1 assignee · Opened Nov 27, 2025
Support passing per-user subscription key from Azure AI Foundry to MCP server via Agent Framework Open

mcp question

microsoft/agent-framework#2481 · 2 comments · 1 reaction · 1 assignee · Opened Nov 26, 2025
.NET: GA Package Test Coverage Open

.NET epic

microsoft/agent-framework#2474 · 2 assignees · Opened Nov 26, 2025
Recommended approach for cross-language agent communication Open

.NET agents orchestration python

microsoft/agent-framework#2437 · 2 comments · 1 assignee · Opened Nov 24, 2025
Add Redis-backed checkpoint storage for distributed workflow persistence Open

.NET python question workflows

microsoft/agent-framework#2401 · 1 reaction · 1 assignee · Opened Nov 23, 2025
.NET DEVUI should not keep function names only with Open AI names Open

.NET hosting question

microsoft/agent-framework#2398 · 3 comments · 1 assignee · Opened Nov 22, 2025
.NET: Improve documentation around providing ILoggerFactory through IServiceProvider or UseFunctionInvocation Open

.NET documentation

Difficulty 3/5 1-2 days Newbie friendliness 35/100

microsoft/agent-framework#2352 · 2 comments · Opened Nov 20, 2025
.NET: Feature Request: Built-in Security & Validation Middleware for AI Function Tools Open

.NET

microsoft/agent-framework#2254 · 5 comments · 1 assignee · Opened Nov 16, 2025
Deploying MAF Agents on non-Azure environments Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

microsoft/agent-framework#2170 · Opened Nov 13, 2025
.NET: AIAgentHostExecutor does not include ChatResponse details other than ChatMessages in outgoing workflow messages. Open

.NET epic workflows

microsoft/agent-framework#2148 · 6 comments · 1 reaction · 1 assignee · Opened Nov 12, 2025
Python: Access Workflow Context Inside Condition Callable in `SingleEdgeGroup` Open

python question workflows

microsoft/agent-framework#2134 · 5 comments · 1 assignee · Opened Nov 12, 2025
Python: Workflow concurrency Open

python question workflows

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/agent-framework#2113 · 1 comment · Opened Nov 12, 2025
.NET DevUI Structured Input support Open

.NET devui

microsoft/agent-framework#2109 · 3 reactions · 2 assignees · Opened Nov 12, 2025
.NET: DevUI limitation should be documented and addressed if possible Open

.NET devui documentation question

microsoft/agent-framework#2084 · 16 comments · 8 reactions · 2 assignees · Opened Nov 11, 2025
Handling partial failure in a superstep Open

.NET python question workflows

microsoft/agent-framework#2075 · 2 comments · 1 assignee · Opened Nov 11, 2025
.NET: Samples and Demos showing Deployment of Workflows inside and outside of Foundry Open

.NET workflows

Difficulty 4/5 3-5 days Newbie friendliness 50/100

microsoft/agent-framework#2056 · 1 comment · Opened Nov 10, 2025
.NET: NET: conditional Edge based on shared context Open

.NET question workflows

microsoft/agent-framework#2001 · 2 comments · 1 assignee · Opened Nov 7, 2025
.NET: Workflows do not update agent thread when run as an agent Open

.NET workflows

microsoft/agent-framework#1981 · 1 comment · 1 reaction · 1 assignee · Opened Nov 6, 2025
.NET: CopilotStudioAgent: Add documentation Open

.NET agents

Difficulty 3/5 1-2 days Newbie friendliness 15/100

microsoft/agent-framework#1965 · Opened Nov 6, 2025
.NET: CopilotStudioAgent: Add Sample Open

.NET agents

Difficulty 3/5 1-2 days Newbie friendliness 25/100

microsoft/agent-framework#1964 · Opened Nov 6, 2025
Python: .NET: CopilotStudioAgent: Gap analysis and implementing of remaining required content mapping Open

.NET agents python question

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/agent-framework#1963 · 1 comment · Opened Nov 6, 2025
.NET: Support programmatic parameter descriptions in AIFunctionFactory Open

.NET question

microsoft/agent-framework#1864 · 5 comments · 1 reaction · 1 assignee · Opened Nov 3, 2025
Add telemetry support for condition input and output in edge group conditions Open

.NET epic observability workflows

microsoft/agent-framework#1848 · 1 comment · 1 reaction · 1 assignee · Opened Nov 1, 2025
.NET Workflows - Support graceful-cancellation / pause Open

.NET workflows

Difficulty 5/5 Over a week Newbie friendliness 35/100

microsoft/agent-framework#1792 · 1 comment · 2 reactions · Opened Oct 30, 2025
.NET: Add mem0 AIContextProvider documentation Open

.NET agents documentation memory

microsoft/agent-framework#1746 · 1 assignee · Opened Oct 28, 2025
[DevUI] Add package.lock.json to source control Open

devui

microsoft/agent-framework#1696 · 1 assignee · Opened Oct 25, 2025
.NET: Executor instances given to a WorkflowBuilder should not be usable in another WorkflowBuilder Open

.NET

microsoft/agent-framework#1684 · 2 comments · 2 assignees · Opened Oct 24, 2025
.NET: Review HostApplicationBuilderAgentExtensions for consistency with other Agent registration methods Open

.NET agents hosting

microsoft/agent-framework#1591 · 1 comment · 2 reactions · 1 assignee · Opened Oct 21, 2025
Add support for thread forking where available Open

microsoft/agent-framework#1590 · 1 assignee · Opened Oct 21, 2025
.NET: Automated Type Adapters - Seamlessly Connect Executors and Agents Without Boilerplate Open

.NET workflows

microsoft/agent-framework#1582 · 3 comments · 1 reaction · 1 assignee · Opened Oct 20, 2025
.NET: How can I provide a CustomMessageStore to a WorkflowAgent? Open

.NET memory

microsoft/agent-framework#1573 · 1 comment · 2 assignees · Opened Oct 20, 2025
.NET Workflows - Declarative `Question` only supports "prebuilt" entities. Open

.NET declarative workflows

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/agent-framework#1530 · Opened Oct 16, 2025
.NET: Excessive boilerplate for executors compared to Python - poor discoverability of simpler patterns Open

.NET question workflows

microsoft/agent-framework#1505 · 5 comments · 1 reaction · 2 assignees · Opened Oct 15, 2025
.NET: Sub-workflow visualization shows only node, not detailing subnodes neither expand/collapse or depth control Open

.NET workflows

microsoft/agent-framework#1503 · 2 comments · 1 assignee · Opened Oct 15, 2025

microsoft/agent-framework

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