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: `dotnet format` causes edits on clean checkout Open

.NET

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

microsoft/agent-framework#1497 · 1 comment · Opened Oct 15, 2025
Python: Magentic workflow, sharing files from agent1 to agent2 for HostedCodeInterpreter use Open

python question workflows

microsoft/agent-framework#1489 · 1 assignee · Opened Oct 15, 2025
Add Support for Additional Workflow Runtimes, Especially Distributed Execution Open

.NET python question workflows

microsoft/agent-framework#1445 · 2 comments · 6 reactions · 1 assignee · Opened Oct 13, 2025
Add Support for Long-Running Executors and Workflows Open

.NET python question workflows

microsoft/agent-framework#1441 · 1 comment · 2 reactions · 1 assignee · Opened Oct 13, 2025
Tutorials E2E from PoC to Production Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

microsoft/agent-framework#1433 · 2 reactions · Opened Oct 13, 2025
.NET: Expose a means to get a human-readable view of a checkpoint Open

.NET

microsoft/agent-framework#1431 · 1 assignee · Opened Oct 13, 2025
.NET: More modular or structured way to define multi-agent workflows Open

.NET workflows

microsoft/agent-framework#1414 · 1 comment · 1 reaction · 1 assignee · Opened Oct 12, 2025
Package contribution guidelines Open

epic

microsoft/agent-framework#1350 · 1 assignee · Opened Oct 9, 2025
.NET: Workflows should allow bounded channel capacity Open

.NET workflows

microsoft/agent-framework#1243 · 3 assignees · Opened Oct 6, 2025
JavaScript SDK Open

question

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

microsoft/agent-framework#1216 · 4 comments · Opened Oct 6, 2025
Add support for fine-tuning workflows and custom model integration Open

.NET agents python question workflows

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

microsoft/agent-framework#1189 · 2 reactions · Opened Oct 4, 2025
Python SDK : Add native vector database connectors and retrieval patterns Open

memory python question

microsoft/agent-framework#1188 · 5 comments · 4 reactions · 1 assignee · Opened Oct 4, 2025
.NET: Enable tools for workflows Open

.NET workflows

microsoft/agent-framework#1182 · 1 assignee · Opened Oct 3, 2025
.NET: Translate MCP tool approvals in to user input requests Open

.NET agents

microsoft/agent-framework#1111 · 3 comments · 1 assignee · Opened Oct 2, 2025
Single Agent: Computer Use Integration Open

agents

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

microsoft/agent-framework#1095 · 5 comments · 1 reaction · Opened Oct 2, 2025
.NET Missing instructions to set up and run the integration tests Open

.NET agents

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

microsoft/agent-framework#962 · 1 reaction · Opened Sep 27, 2025
Python: consider publishing to Conda feed as well Open

python

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

microsoft/agent-framework#900 · 1 comment · Opened Sep 24, 2025
.NET: Workflow AsAgent extension restricted to `List<ChatMessage>` return type Open

.NET question workflows

microsoft/agent-framework#879 · 2 comments · 1 assignee · Opened Sep 23, 2025
.NET: Consider exposing LINQ for workflows Open

.NET workflows

microsoft/agent-framework#813 · 1 assignee · Opened Sep 18, 2025
.NET: Investigate adding abstractions to retrieve generated code Open

.NET

Difficulty 5/5 Over a week Newbie friendliness 30/100

microsoft/agent-framework#794 · 1 comment · Opened Sep 17, 2025
.NET: Consider improving the discoverability of required functions Open

.NET

microsoft/agent-framework#793 · 1 assignee · Opened Sep 17, 2025
Python: [REQUEST] Dynamic Steps/Agents Open

.NET orchestration python workflows

microsoft/agent-framework#736 · 2 comments · 1 assignee · Opened Sep 12, 2025
Single Agent: RealtimeAgent and client implementations for integration with realtime APIs Open

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

microsoft/agent-framework#728 · 9 comments · 14 reactions · Opened Sep 12, 2025
Add Multi-Modal, Multi-Agent Sample Open

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

microsoft/agent-framework#697 · Opened Sep 10, 2025
Include samples in integration tests Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

microsoft/agent-framework#685 · Opened Sep 10, 2025
Add sample showing how to use a browser automation tool Open

microsoft/agent-framework#641 · 1 assignee · Opened Sep 8, 2025
Investigate of we need a solution for additional instructions Open

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

microsoft/agent-framework#634 · Opened Sep 8, 2025
.NET: AddAIAgent - Rename or add overload Open

.NET agents

microsoft/agent-framework#627 · 2 comments · 1 assignee · Opened Sep 5, 2025
Investigate how to migrate KernelPlugins Open

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

microsoft/agent-framework#625 · Opened Sep 5, 2025
AI Foundry Deep Research Tool usage Open

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

microsoft/agent-framework#601 · Opened Sep 3, 2025
.NET: Remove CS8002 warning suppression when all referenced packages are signed with a strong name Open

.NET

microsoft/agent-framework#591 · 1 assignee · Opened Sep 2, 2025
.NET: AgentWebChat sample should have a README with setup and usage instructions Open

.NET

microsoft/agent-framework#573 · 1 comment · 1 reaction · 2 assignees · Opened Sep 1, 2025
.NET Workflows - Enabling logging and traces specific to declarative workflows Open

.NET declarative workflows

microsoft/agent-framework#516 · 1 assignee · Opened Aug 27, 2025
Investigate how to we mark chat messages that must not be trimmed by a chat history reducer Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

microsoft/agent-framework#477 · Opened Aug 22, 2025
Add support for MCP servers using local function calling Open

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

microsoft/agent-framework#294 · 1 comment · Opened Jul 31, 2025
Investigate adding an AgentFinishReason abstraction Open

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

microsoft/agent-framework#277 · Opened Jul 30, 2025
Access threads used by each agent in a multi-agent orchestration Open

.NET orchestration python question workflows

microsoft/agent-framework#260 · 1 comment · 1 assignee · Opened Jul 28, 2025
Create Chat Client which used LiteLLM Open

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

microsoft/agent-framework#194 · 3 comments · 1 reaction · Opened Jul 16, 2025
Investigate how to reliably test Copilot Studio agents Open

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

microsoft/agent-framework#174 · Opened Jul 11, 2025
Investigate how to support templated instructions Open

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

microsoft/agent-framework#121 · 2 comments · 4 reactions · Opened Jul 1, 2025
Investigate adding agentic protocol support to MCP Open

microsoft/agent-framework#109 · 2 comments · 1 reaction · 1 assignee · Opened Jun 26, 2025
Configure integration tests to run merges Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

microsoft/agent-framework#106 · Opened Jun 25, 2025
Gemini client Open

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

microsoft/agent-framework#39 · 4 reactions · Opened May 28, 2025
Bedrock Agent Open

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

microsoft/agent-framework#35 · 7 comments · 1 reaction · Opened May 28, 2025

microsoft/agent-framework

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