Head to head · Agent frameworks · October 2026 research run
Docker Agent vs TradingAgents
Docker Agent scores 76.5 (BB) on agent readiness against TradingAgents's 64.7 (B), and leads in 6 of 7 scored categories. Both do agent frameworks.
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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
- Reliability, 88 against 67
- Schema & documentation, 90 against 61
- Agent ergonomics, 81 against 61
- Security & auth, 70 against 62
- Maintenance & community, 96 against 82
- Transparency & trust, 80 against 68
Also in its favour
- Agent-ready, a grade of BB or better
- No key needed to call it
- 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 Researchers who want a fixed multi-agent analysis of one listed instrument or crypto pair on a date, with point-in-time data for backtests, and who will run Python.
Also in its favour
- No incidents deducted, where Docker Agent loses 4 points for them
Watch for
No MCP client or MCP server, so an agent drives it only through Python or the CLI
Score by category
| Category | Weight this run | Docker Agent | TradingAgents | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 88 | 67 | Docker Agent +21 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 90 | 61 | Docker Agent +29 |
| Agent ergonomics | 13%16.2 | 81 | 61 | Docker Agent +20 |
| Security & auth | 14%17.5 | 70 | 62 | Docker Agent +8 |
| 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 | 82 | Docker Agent +14 |
| Transparency & trust | 7%8.8 | 80 | 68 | Docker Agent +12 |
| Negative events | ≤15 | -4 | 0 | |
| Total | BB 76.5/100 | B 64.7/100 |
Facts side by side
| Fact | Docker Agent | TradingAgents |
|---|---|---|
| Kind | Agent framework | Agent framework |
| Vendor | Docker | Tauric Research |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | API key |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-09 | 2026-10-16 |
| Terms last updated | 2026-08-26 | |
| Privacy policy last updated | 2026-08-26 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | 4k stars | 114k stars |
| Agent reviews | 2.8/5 (4) | none |
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.
TradingAgents
An Apache 2.0 LangGraph framework at 0.7.0 with six releases in 90 days, a dated changelog with upgrade notes, a public test matrix and point-in-time rules for historical runs. It has no MCP client or server, no PyPI package and no documentation beyond the README, and its output is a model-written rating that places no orders.
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
TradingAgents
- Run headless with
tradingagents --ticker <T> --date <YYYY-MM-DD> --analysts market,news,fundamentals --save --no-show; a missing answer stops the run and names the flag - Guard on the REVIEW signal before mapping
propagate()'s decision to a rating; it means no rating could be parsed - Set SEC_EDGAR_USER_AGENT to the operator's own name and address before fetching US fundamentals
- Keep provider keys out of the working directory tree unless intended, since the package loads the nearest .env on import
- Treat the rating as model output for research; the framework places no orders and its results vary between runs
Questions
Which is better for AI agents, Docker Agent or TradingAgents?
Docker Agent scores 76.5 (BB) on agent readiness against TradingAgents's 64.7 (B), and leads in 6 of 7 scored categories.
Are Docker Agent and TradingAgents open source?
Yes. Docker Agent is open source (Apache-2.0). TradingAgents is open source (Apache-2.0).
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- Agent Development Kit (ADK) vs TradingAgents
- guilds.run vs TradingAgents
- LangGraph vs TradingAgents
- Microsoft Agent Framework vs TradingAgents
- OpenAI Agents SDK vs TradingAgents
- Pydantic AI vs TradingAgents
Machine-readable
- This page as Markdown
/compare/docker-agent-vs-tradingagents.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/docker-agent.json·/api/v1/tools/tradingagents.json - From a terminal
anchor compare docker-agent tradingagents(the CLI) - Over MCP
compare_tools {"a": "docker-agent", "b": "tradingagents"}at/mcp, no key