head to head · open source
agent-governance-toolkit vs bernstein
agent-governance-toolkit has 6,513 GitHub stars, 1,126 forks, 176 open issues and last shipped 2 days ago. bernstein has 1,279 stars, 186 forks, 368 open issues and last shipped yesterday. agent-governance-toolkit leads on adoption by 409% (6,513 vs 1,279 stars). agent-governance-toolkit is written in Python under MIT; bernstein is written in Python under Apache-2.0. agent-governance-toolkit has attracted 17% as many forks as stars, bernstein 15%. bernstein 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 | bernstein | |
|---|---|---|
| GitHub stars | ★ 6.5K | ★ 1.3K |
| License | MIT | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-11-03 | 2026-11-04 |
| Forks | ⑂ 1.1K | ⑂ 186 |
| 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 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 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 bernstein
"To achieve great things, two things are needed: a plan and not quite enough time." attributed to Leonard Bernstein the open source governance layer for AI agents website · docs · install · first run · glossary · limitations · name policy · discord · sponsor 简体中文 · 繁體中文 · 日本語 · 한국어 · हिन्दी · বাংলা · Русский · Español · Português · Deutsch · Français · Italiano · Nederlands · Polski · Svenska · Suomi · Українська · Türkçe · العربية…
read the full bernstein overview →
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Frequently asked questions
Is agent-governance-toolkit or bernstein more popular?
agent-governance-toolkit has 6,513 GitHub stars and bernstein has 1,279. agent-governance-toolkit has the larger community by that measure.
Are agent-governance-toolkit and bernstein free?
Both are open source. agent-governance-toolkit is licensed under MIT and bernstein under Apache-2.0. Neither carries a licence fee.
What is the difference between agent-governance-toolkit and bernstein?
agent-governance-toolkit 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, agent-governance-toolkit or bernstein?
Choose agent-governance-toolkit if you want the larger community (6,513 stars) or its MIT licence terms. Choose bernstein if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.