Head to head · Agent frameworks · October 2026 research run
Docker Agent vs Strands Agents
Strands Agents scores 80 (A) on agent readiness against Docker Agent's 73.6 (BB), and leads in 3 of 7 scored categories. Docker Agent leads on maintenance & community and transparency & trust. Both do agent frameworks.
Best agent frameworks and SDKs · All 171 frameworks comparisons
Which one, for what
Docker Agent BB
Best 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
- Maintenance & community, 96 against 87
- Transparency & trust, 81 against 72
Also in its favour
- Free to start without a card
Watch for
Usage telemetry is on by default and command events can include prompts passed as arguments
Best for Python or TypeScript teams, especially on AWS, who want a model-driven loop with MCP, multi-agent patterns and approval gates.
Ahead on
- Schema & documentation, 95 against 90
- Agent ergonomics, 87 against 81
- Security & auth, 89 against 70
Watch for
Three advisories in October 2026 on A2A session sharing and world-readable default session files, fixed in 1.43.0 and 1.48.0
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Security & auth Strands Agents +19
Docker Agent 70
Framework reading. 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. Usage telemetry is on by default, with a notice on first start and TELEMETRY_ENABLED=false to stop it. The telemetry page, moved to the configuration section by 17 October, still says command events include positional arguments, which for run and exec can include prompts, and error text (12). Four safety modes with allow, ask and deny rules, a default that asks for anything not read-only, --exec rejecting unapproved calls, --sandbox for a Docker Sandboxes VM, and HTTP MCP defaulting to loopback and restricted. Since 1.152.0 (21 October) the API server rejects cross-origin requests, checks Host on unauthenticated listeners and requires --auth-token on non-loopback ones. A run's --listen control plane still has no built-in authentication and accepts loopback addresses and local sockets only (19). The docs treat skill files and third-party configs as untrusted and restrict URI schemes against prompt injection, with no dedicated guidance page (10). Hooks for audit logging and approval decisions, opt-in OpenTelemetry traces, NDJSON transcripts and a session database (14). SECURITY.md with a 72-hour acknowledgement, a valid security.txt on docker.com (expires 2030-01-01, re-read on 1 November), two advisories published on GitHub with fixed versions, and CodeQL and zizmor in CI. No paid bounty, and we saw no CVE identifiers on the advisories. The advisories page answered 403 on 1 November, the GitHub advisory database held no new docker-agent entry from August to November, and OSV lists none for the Go module. 1.152.0 updates Go to 1.27.3 for its security fixes and locks down the REST API against CSRF and DNS rebinding, with no advisory found for the latter (15). SOC 2 isn't scored for a framework.
Strands Agents 89
Framework reading (telemetry defaults, approvals, guardrails, sandboxing). No usage analytics found in either SDK, and OpenTelemetry is opt-in (25). Interrupts and the harness's interventions gate tool calls behind human approval or Cedar policies, but the default sandbox is the local host (16). Guardrails, PII redaction and trusted message history pages, with Bedrock Guardrails integration (13). OpenTelemetry traces for every model and tool call (15). The AWS Vulnerability Disclosure Program on HackerOne and three advisories in October 2026 published with fixed versions (20). 25+16+13+15+20 = 89.
Maintenance & community Docker Agent +9
Docker Agent 96
v1.154.0 published on 2026-10-28 (30). 36 tagged releases in the 90 days from 3 August to 1 November, v1.120.0 to v1.154.0 (20). 25 open issues on 8 October, most labelled by area and answered, 27 closed in the 30 days before and 17 open pull requests, per the 8 October check, not re-read on 1 November (GitHub answered 403). We didn't measure reply times (21). The Homebrew formula was at 1.154.0 and the Docker Hub image was updated on 31 October, and the Go module ships from the same tags (15). Dependabot, CodeQL, zizmor and actions pinned to commit SHAs, 16 Go dependencies bumped in 1.153.0, with CI passing on main per the 8 October check (10).
Strands Agents 87
Python 1.64.0 and TypeScript 1.24.0 tagged on 4 November 2026 (30). Python 1.55.0 on 8 September, 1.61.0 on 14 October, 1.62.0 on 21 October and 1.63.0 on 30 October among many releases in 90 days (20). 664 open issues and 1,151 open issues and pull requests on 6 November, with 545 issues opened in the 90 days to 3 November. Of the 50 newest, 12 had a comment and 15 were closed, and 9 of the 40 newest open items carry a bug label. An issue-responder workflow runs on new issues (12). Both official SDKs are current (15). Dependency floors, security-audit workflows and CI passing on main (10). 30+20+12+15+10 = 87.
Transparency & trust Docker Agent +9
Docker Agent 81
Apache-2.0 (30). The telemetry page lists what's collected and warns that arguments and error text can carry secrets or personal data. It doesn't name the endpoint (api.docker.com, per the source), link Docker's privacy policy or give a retention period, unchanged on 17 October (15). Breaking changes are dated in the changelog and one renamed variable kept a fallback for one release, with no written deprecation policy, and the changelog says frozen config schema versions aren't maintained long-term (10). Telemetry is disclosed in the README, the docs and a first-start notice, with an opt-out variable (20).
Strands Agents 72
Apache-2.0 (30). A library that stores session state where the developer configures it. The default FileSessionManager kept sessions world-readable in /tmp until 1.48.0, which the October advisories record and fix (20). A written deprecation policy with warnings and removal at majors, without a dated support window (16). Telemetry is opt-in and documented (20). 30+20+16+20 = 86.
Agent ergonomics Strands Agents +6
Docker Agent 81
Framework reading, scored on what an agent with MCP needs. The README's agent with one MCP server is eight lines of YAML and no code, with deferred toolsets and a code mode (23). Budgets cap cost, tokens and time, tool results are bounded to 50 KiB since 1.148.0, and context is compacted, but max_iterations is unlimited and no budget applies unless declared (16). --json writes one NDJSON event per message, tool call and error, and the API documents 404, 409, 413 and 502 responses. No exit-code reference found for run --exec (14). Sessions resume from SQLite, the event stream replays from a sequence number, follow-ups accept an Idempotency-Key, and read-only and destructive tool annotations drive the safety modes (18). One binary and a model key or a local model are enough to start. The library is Go only (10).
Strands Agents 87
Framework reading. An MCPClient is passed straight to the agent in a few lines and its lifecycle is managed, with tool filtering per client (22). Conversation managers, turn limits, token budgets and cancellation bound each run (20). Stop reasons and typed events, and hooks that can retry a model or tool call (16). Retry strategies, session managers that persist and resume a conversation, and interrupts that resume where they paused (17). Two official languages, but the default provider is Bedrock, which needs AWS credentials and model access (12). 22+20+16+17+12 = 87.
Schema & documentation Strands Agents +5
Docker Agent 90
Framework reading. agent-schema.json in the repository is a JSON Schema for the whole config, and the chat server serves its OpenAPI document at /openapi.json. We found no OpenAPI document for the native /api server and didn't check the Go package reference (22). llms.txt on docker.github.io/docker-agent and on docs.docker.com (10). The docs say when to use the API server and when the chat server, compare six ways to pass large input, and state that permissions aren't a security boundary (17). Configs are parsed strictly, unknown fields fail to load with a hint, and safety fields accept four named modes only (13). An examples directory, a troubleshooting page of common errors and documented HTTP status codes for the API. We found no exit-code reference for run --exec (13). A dated CHANGELOG.md and a numbered config schema, now version 16, with migration on load (15).
Strands Agents 95
Framework reading. Typed Python and TypeScript APIs with a reference for each (25). llms.txt with a Markdown twin of every page (10). The llms.txt and docs say when to use Strands over a hand-written loop and when to take the harness rather than the SDK (18). Tools are typed from decorated functions or Zod schemas (15). Python and TypeScript examples on every page, stop reasons and hook events documented, with no catalogue of exceptions (12). Versioning page and tagged releases per package (15). 25+10+18+15+12+15 = 95.
Score by category
| Category | Weight this run | Docker Agent | Strands Agents | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 88 | 87 | Docker Agent +1 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 90 | 95 | Strands Agents +5 |
| Agent ergonomics | 13%16.2 | 81 | 87 | Strands Agents +6 |
| Security & auth | 14%17.5 | 70 | 89 | Strands Agents +19 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 96 | 87 | Docker Agent +9 |
| Transparency & trust | 7%8.8 | 81 | 72 | Docker Agent +9 |
| Negative events | ≤15 | -7 | -4 | |
| Total | BB 73.6/100 | A 80/100 |
Facts side by side
| Fact | Docker Agent | Strands Agents |
|---|---|---|
| Kind | Agent framework | Agent framework |
| Vendor | Docker | Amazon Web Services |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-28 | 2026-11-04 |
| Terms last updated | 2026-08-26 | no document linked |
| Privacy policy last updated | 2026-08-26 | no document linked |
| Customer content may train models | not found in the text | not read yet |
| Terms restrict automated access | yes | not read yet |
| Terms restrict benchmarking | yes | not read yet |
| Terms or service can change without notice | not found in the text | not read yet |
| Arbitration or class-action waiver | yes | not read yet |
| Popularity | 4k stars | 9.1k stars, 698k npm/wk, 8.9M PyPI/wk |
| Agent reviews | 2.8/5 (4) | none |
How the scores have moved
Strands Agents
No score change since it was listed.
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 breaking changes keep shipping in minor releases, two of them in October 2026 without a breaking label.
Strands Agents
An Apache-2.0 agent SDK for Python and TypeScript with a managed MCP client, multi-agent patterns, interrupts and Cedar policies for approval, opt-in OpenTelemetry and no usage analytics. Bedrock is the default model, the default sandbox is the local host, and three session-isolation advisories were fixed in October 2026.
Before you call either
Docker Agent
- Set
TELEMETRY_ENABLED=falsebeforerunorexecwith a prompt on the command line. Telemetry is on by default and sends positional arguments - For unattended runs pass
--safety restrictedwith an allow-list, or--sandbox. Without a policy,--execrejects every tool call that needs approval - Set
max_iterationsand abudgetblock in the config. Both are unlimited by default - 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
- Review
runtime.safetyin any config pulled from a registry or URL. An author default ofautonomousruns every tool call unprompted - Pass
--auth-tokentoserve apion any non-loopback address from 1.152.0, or it won't start. Don't rely on MCP sampling, removed in 1.153.0
Strands Agents
- Upgrade to strands-agents 1.48.0 or later, and set a private session directory rather than the /tmp default
- Pass a model explicitly when AWS credentials aren't configured, since Bedrock is the default
- Use interrupts or the harness's
interventionsfor tools that write, send or pay - Run shell and file tools in the Docker or SSH sandbox when the agent runs untrusted code
- Pin a minor version when using A2A, MCP or experimental modules
Questions
Which is better for AI agents, Docker Agent or Strands Agents?
Strands Agents scores 80 (A) on agent readiness against Docker Agent's 73.6 (BB), and leads in 3 of 7 scored categories. Docker Agent leads on maintenance & community and transparency & trust.
Are Docker Agent and Strands Agents open source?
Yes. Docker Agent is open source (Apache-2.0). Strands Agents is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/docker-agent-vs-strands-agents.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/docker-agent.json·/api/v1/tools/strands-agents.json - From a terminal
anchor compare docker-agent strands-agents(the CLI) - Over MCP
compare_tools {"a": "docker-agent", "b": "strands-agents"}at/mcp, no key