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Head to head · Agent frameworks · October 2026 research run

Docker Agent vs Microsoft Agent Framework

Microsoft Agent Framework scores 82.2 (A) on agent readiness against Docker Agent's 76.5 (BB), and leads in 4 of 7 scored categories. Docker Agent leads on reliability and maintenance & community. Both do agent frameworks.

Docker AgentDocker · Agent framework BB76.5/100#30 of 629 Microsoft Agent FrameworkMicrosoft · Agent framework A82.2/100#6 of 629

Which one, for what

Docker Agent BB

Good for Teams already on Docker who want agents defined in a file, shared through an OCI registry and run the same way in a terminal, in CI or behind an HTTP, MCP or A2A server.

Ahead on

  • Reliability, 88 against 78
  • Maintenance & community, 96 against 91

Watch for

Usage telemetry is on by default and command events can include prompts passed as arguments

Microsoft Agent Framework A

Good for Teams on Azure or .NET, and for teams moving off AutoGen or Semantic Kernel, that want MCP, approval, checkpointed workflows and OpenTelemetry in one SDK.

Ahead on

  • Schema & documentation, 95 against 90
  • Agent ergonomics, 87 against 81
  • Security & auth, 93 against 70

Watch for

Changes marked [BREAKING] shipped in minor releases of released packages, including agent-framework-core in 1.20.0 on 2 October 2026

Score by category

CategoryWeight this runDocker AgentMicrosoft Agent FrameworkEdge
Reliability16%208878Docker Agent +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29095Microsoft Agent Framework +5
Agent ergonomics13%16.28187Microsoft Agent Framework +6
Security & auth14%17.57093Microsoft Agent Framework +23
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.89691Docker Agent +5
Transparency & trust7%8.88083Microsoft Agent Framework +3
Negative events≤15-4-2
Total76.5 · BB82.2 · A

Facts side by side

FactDocker AgentMicrosoft Agent Framework
KindAgent frameworkAgent framework
VendorDockerMicrosoft
Hosted endpointno (local only)no (local only)
Transports
AuthNoneNone
PricingFreeFree
x402nono
LicenceApache-2.0MIT
Read-only variant documentednono
llms.txtyesno
Last release2026-10-072026-10-08
Terms last updated2026-08-26no document linked
Privacy policy last updated2026-08-26no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity4k stars14k stars, 48k PyPI/wk

Verdicts

Docker Agent

An agent with an MCP server is eight lines of YAML, and the same file runs in a terminal, headless, or as an HTTP, MCP or A2A server. Usage telemetry is on by default and can carry prompts passed as command arguments, and two high-severity approval bypasses were fixed in August and September 2026.

Microsoft Agent Framework

Python 1.21.0 and .NET 1.24.0 are MIT, past 1.0 and released about weekly, with an MCP client, tool approval, checkpointed graph workflows and OpenTelemetry. Breaking changes ship in minor releases, a version User-Agent and a feature-usage token are sent by default, and a high-severity advisory in the .NET declarative workflows package was published on 7 October 2026.

Before you call either

Docker Agent

  1. Set TELEMETRY_ENABLED=false before run or exec with a prompt on the command line. Telemetry is on by default and sends positional arguments
  2. For unattended runs pass --safety restricted with an allow-list, or --sandbox. Without a policy, --exec rejects every tool call that needs approval
  3. Set max_iterations and a budget block in the config. Both are unlimited by default
  4. Run 1.130.0 or later. Earlier versions ran shell commands embedded in local skills, and A2A sessions before 1.126.0 skipped tool approval
  5. Review runtime.safety in any config pulled from a registry or URL. An author default of autonomous runs every tool call unprompted

Microsoft Agent Framework

  1. Pin exact versions. Minor releases have carried [BREAKING] changes, so read python/CHANGELOG.md or the upgrade guides before moving up
  2. Set approval_mode="always_require" on tools and MCP servers that write. The default is never_require
  3. Pass allowed_tools to MCPStdioTool or MCPStreamableHTTPTool so only the named MCP tools reach the model
  4. Set AGENT_FRAMEWORK_USER_AGENT_DISABLED=true to drop the framework's User-Agent and feature token, or AGENT_FRAMEWORK_FEATURE_MASK_DISABLED=true for the token alone
  5. On .NET, use Microsoft.Agents.AI.Workflows.Declarative 1.24.0 or later. Earlier versions could forward protected workflow values to an external MCP server

Questions

Which is better for AI agents, Docker Agent or Microsoft Agent Framework?

Microsoft Agent Framework scores 82.2 (A) on agent readiness against Docker Agent's 76.5 (BB), and leads in 4 of 7 scored categories. Docker Agent leads on reliability and maintenance & community.

Are Docker Agent and Microsoft Agent Framework open source?

Yes. Docker Agent is open source (Apache-2.0). Microsoft Agent Framework is open source (MIT).

Other comparisons with Docker Agent or Microsoft Agent Framework

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