head to head · open source
agent-governance-toolkit vs tradememory-protocol
agent-governance-toolkit has 6,513 GitHub stars, 1,126 forks, 176 open issues and last shipped 2 days ago. tradememory-protocol has 1,438 stars, 170 forks, 1 open issues and last shipped 13 days ago. agent-governance-toolkit leads on adoption by 353% (6,513 vs 1,438 stars). agent-governance-toolkit is written in Python under MIT; tradememory-protocol is written in Python under MIT. agent-governance-toolkit has attracted 17% as many forks as stars, tradememory-protocol 12%. agent-governance-toolkit was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (ai-agents, 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
| agent-governance-toolkit | tradememory-protocol | |
|---|---|---|
| GitHub stars | ★ 6.5K | ★ 1.4K |
| License | MIT | MIT |
| Written in | Python | Python |
| Last push | 2026-11-03 | 2026-10-23 |
| Forks | ⑂ 1.1K | ⑂ 170 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick agent-governance-toolkit if
- You weight community size — 6.5K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick tradememory-protocol if
- You want the tradememory-protocol feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and tradememory-protocol fits your workflow better
About agent-governance-toolkit
🌍 English 日本語 简体中文 한국어 Agent Governance Toolkit Ship agents to production without losing sleep 🚀 Quick Start · 📋 Specifications · 📦 PyPI · 📝 Changelog brightgreen) [!IMPORTANT] Public Preview production quality public preview releases. May have breaking changes before GA. Policy enforcement, identity, sandboxing, and SRE for autonomous AI agents. One pip install , any framework. The Problem Your AI agents call tools, browse the web, query databases, and delegate to other agents. Once deployed, they make decisions autonomously. You need answers to three questions: 1. Is this action allowed? An agent with…
read the full agent-governance-toolkit overview →
About tradememory-protocol
Getting Started Use Cases API Reference OWM Framework Limitations 中文版 Project status (August 2026): Feature complete, in maintenance mode — bug and security reports are still reviewed; no new features or hosted service are planned. For paid work, see Trading Record Analysis. Your trading AI has amnesia. And regulators are starting to notice. It makes the same mistakes every session. It can't explain why it traded. It forgets everything when the context window ends. Meanwhile, MiFID II is raising the bar for algorithmic decision documentation (Article 17). The EU AI Act demands systematic logging of AI actions…
read the full tradememory-protocol overview →
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Frequently asked questions
Is agent-governance-toolkit or tradememory-protocol more popular?
agent-governance-toolkit has 6,513 GitHub stars and tradememory-protocol has 1,438. agent-governance-toolkit has the larger community by that measure.
Are agent-governance-toolkit and tradememory-protocol free?
Both are open source. agent-governance-toolkit is licensed under MIT and tradememory-protocol under MIT. Neither carries a licence fee.
What is the difference between agent-governance-toolkit and tradememory-protocol?
agent-governance-toolkit is written in Python and tradememory-protocol 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, agent-governance-toolkit or tradememory-protocol?
Choose agent-governance-toolkit if you want the larger community (6,513 stars) or its MIT licence terms. Choose tradememory-protocol if its feature set, stack or MIT licence fits better. Both are self-hostable.