head to head · open source
tradememory-protocol vs bernstein
tradememory-protocol has 1,420 GitHub stars, 168 forks, 1 open issues and last shipped 6 days ago. bernstein has 1,211 stars, 167 forks, 368 open issues and last shipped today. tradememory-protocol leads on adoption by 17% (1,420 vs 1,211 stars). tradememory-protocol is written in Python under MIT; bernstein is written in Python under Apache-2.0. tradememory-protocol has attracted 12% as many forks as stars, bernstein 14%. bernstein was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (ai-agents, audit-trail, compliance), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| tradememory-protocol | bernstein | |
|---|---|---|
| GitHub stars | ★ 1.4K | ★ 1.2K |
| License | MIT | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-09-14 | 2026-09-20 |
| Forks | ⑂ 168 | ⑂ 167 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick tradememory-protocol if
- You weight community size — 1.4K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick bernstein if
- You want the bernstein feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and bernstein fits your workflow better
About tradememory-protocol
TradeMemory Protocol is an MIT licensed Python memory and decision audit layer for AI trading agents, giving them persistent outcome weighted recall of past trades plus a tamper evident SHA 256 audit trail with RFC 3161 timestamp anchoring — built for traders and developers running agentic trading systems who need an agent to remember what happened and to be able to prove it.
read the full tradememory-protocol overview →
About bernstein
Bernstein is an open source, Apache 2.0 governance and orchestration framework for fleets of AI agents, built for teams that want to write their operating rules declaratively, have those rules enforced at runtime, and keep a verifiable, replayable record of what every agent did.
read the full bernstein overview →
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Frequently asked questions
Is tradememory-protocol or bernstein more popular?
tradememory-protocol has 1,420 GitHub stars and bernstein has 1,211. tradememory-protocol has the larger community by that measure.
Are tradememory-protocol and bernstein free?
Both are open source. tradememory-protocol is licensed under MIT and bernstein under Apache-2.0. Neither carries a licence fee.
What is the difference between tradememory-protocol and bernstein?
tradememory-protocol is written in Python and bernstein in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, tradememory-protocol or bernstein?
Choose tradememory-protocol if you want the larger community (1,420 stars) or its MIT licence terms. Choose bernstein if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.