Comparison
MetaGPT vs TradingAgents
Verdict
Pick MetaGPT if metaGPT is a multi-agent framework that leverages AI agents to enable natural language programming. It is developed in Python and is available under the MIT license; pick TradingAgents if tradingAgents is a Python-based framework for developing multi-agent systems for financial trading using LLMs, licensed under Apache-2.0.
Markdown twin · MetaGPT alternatives · TradingAgents alternatives
GraphCanon updated Sep 20, 2026
14views this month
vs
Trust & integrity
| Signal | MetaGPT | TradingAgents |
|---|---|---|
| Maintenance | Slowing (239d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- MetaGPT
- The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
- TradingAgents
- Multi-Agents LLM Financial Trading Framework
Stars
- MetaGPT
- 70k
- TradingAgents
- 107k
Forks
- MetaGPT
- 9.0k
- TradingAgents
- 21k
Open issues
- MetaGPT
- 131
- TradingAgents
- 154
Language
- MetaGPT
- Python
- TradingAgents
- Python
Adopt for
- MetaGPT
- MetaGPT is a multi-agent framework that leverages AI agents to enable natural language programming. It is developed in Python and is available under the MIT license.
- TradingAgents
- TradingAgents is a Python-based framework for developing multi-agent systems for financial trading using LLMs, licensed under Apache-2.0.
Persona
- MetaGPT
- -
- TradingAgents
- -
Runtime
- MetaGPT
- -
- TradingAgents
- -
License
- MetaGPT
- MIT
- TradingAgents
- Apache-2.0
Last pushed
- MetaGPT
- Jan 21, 2026
- TradingAgents
- Sep 18, 2026
Categories
- MetaGPT
- AI Agents
- TradingAgents
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- MetaGPT
- Slowing (36%)
- TradingAgents
- Very active (96%)
Days since push
- MetaGPT
- 239d
- TradingAgents
- 0d
Open issues (now)
- MetaGPT
- 131
- TradingAgents
- 154
Stars delta
- MetaGPT
- +637 (30d)
- TradingAgents
- +9.0k (30d)
Open issues delta
- MetaGPT
- +2 (30d)
- TradingAgents
- -210 (30d)
OSV dependency advisories
- MetaGPT
- Published findings
- TradingAgents
- No published findings from this source as of 2026-09-18
Full report
- MetaGPT
- Trust report
- TradingAgents
- Trust report
Typed relationship
MetaGPT alternative TradingAgentsMetaGPT is about a Multi-Agent Framework and the development of an AI Software Company, similarly TradingAgents also focuses on multi-agent systems but with specific emphasis on financial trading applications.
Shared compatibility
- Python · MetaGPT: Python runtime · TradingAgents: Python runtime
Choose MetaGPT if…
- License: MetaGPT is MIT, TradingAgents is Apache-2.0.
- MetaGPT is about a Multi-Agent Framework and the development of an AI Software Company, similarly TradingAgents also focuses on multi-agent systems but with specific emphasis on financial trading applications.
- Tags unique to MetaGPT: gpt, metagpt, multi-agent, node.
- When you need a framework that supports natural language programming through AI agents.
When NOT to use MetaGPT
- If your project is constrained to Python versions earlier than 3.9 or equal to or later than 3.12.
- When your development environment does not support or require Node.js and pnpm.
- If your project does not align with the concept of multi-agent systems or natural language programming.
Choose TradingAgents if…
- License: TradingAgents is Apache-2.0, MetaGPT is MIT.
- MetaGPT is about a Multi-Agent Framework and the development of an AI Software Company, similarly TradingAgents also focuses on multi-agent systems but with specific emphasis on financial trading applications.
- Tags unique to TradingAgents: finance, multiagent, trading.
- Also covers LLM Frameworks.
- Use TradingAgents when you need a framework that supports the development of multi-agent systems specifically for financial trading scenarios.
When NOT to use TradingAgents
- Avoid TradingAgents if your project does not involve financial trading or if you do not require a multi-agent system.
- Do not use TradingAgents if you are looking for a framework that does not support local models with Ollama, as this is a specific feature of TradingAgents.
- If you are not comfortable with Docker or prefer not to use containerization for your development environment, TradingAgents might not be the best choice.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (FoundationAgents/MetaGPT) · observed Sep 20, 2026
- GitHub forks (FoundationAgents/MetaGPT) · observed Sep 20, 2026
- Last push (FoundationAgents/MetaGPT) · observed Jan 21, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (TauricResearch/TradingAgents) · observed Sep 20, 2026
- GitHub forks (TauricResearch/TradingAgents) · observed Sep 20, 2026
- Last push (TauricResearch/TradingAgents) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: MetaGPT 70k · TradingAgents 107k (synced Sep 20, 2026).
Common questions
- What is the difference between MetaGPT and TradingAgents?
- MetaGPT: The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming. TradingAgents: Multi-Agents LLM Financial Trading Framework. See the comparison table for live GitHub stats and shared categories.
- When should I choose MetaGPT over TradingAgents?
- Choose MetaGPT over TradingAgents when License: MetaGPT is MIT, TradingAgents is Apache-2.0; MetaGPT is about a Multi-Agent Framework and the development of an AI Software Company, similarly TradingAgents also focuses on multi-agent systems but with specific emphasis on financial trading applications; Tags unique to MetaGPT: gpt, metagpt, multi-agent, node; When you need a framework that supports natural language programming through AI agents.
- When should I choose TradingAgents over MetaGPT?
- Choose TradingAgents over MetaGPT when License: TradingAgents is Apache-2.0, MetaGPT is MIT; MetaGPT is about a Multi-Agent Framework and the development of an AI Software Company, similarly TradingAgents also focuses on multi-agent systems but with specific emphasis on financial trading applications; Tags unique to TradingAgents: finance, multiagent, trading; Also covers LLM Frameworks; Use TradingAgents when you need a framework that supports the development of multi-agent systems specifically for financial trading scenarios.
- When should I avoid MetaGPT?
- If your project is constrained to Python versions earlier than 3.9 or equal to or later than 3.12. When your development environment does not support or require Node.js and pnpm. If your project does not align with the concept of multi-agent systems or natural language programming.
- When should I avoid TradingAgents?
- Avoid TradingAgents if your project does not involve financial trading or if you do not require a multi-agent system. Do not use TradingAgents if you are looking for a framework that does not support local models with Ollama, as this is a specific feature of TradingAgents. If you are not comfortable with Docker or prefer not to use containerization for your development environment, TradingAgents might not be the best choice.
- Is MetaGPT or TradingAgents more popular on GitHub?
- TradingAgents has more GitHub stars (107,378 vs 70,484). Stars measure visibility, not whether either tool fits your constraints.
- Are MetaGPT and TradingAgents open source?
- Yes - both are open-source projects on GitHub (MetaGPT: MIT, TradingAgents: Apache-2.0).
- Where can I find alternatives to MetaGPT or TradingAgents?
- GraphCanon lists graph-backed alternatives at MetaGPT alternatives and TradingAgents alternatives (MetaGPT markdown twin, TradingAgents markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, MetaGPT or TradingAgents?
- MetaGPT: Slowing. TradingAgents: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for MetaGPT and TradingAgents?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MetaGPT trust report; TradingAgents trust report.