head to head · open source
AiSOC vs toolhive
AiSOC has 2,357 GitHub stars, 258 forks, 26 open issues and last shipped 6 days ago. toolhive has 2,193 stars, 300 forks, 369 open issues and last shipped yesterday. AiSOC leads on adoption by 7% (2,357 vs 2,193 stars). AiSOC is written in Python under MIT; toolhive is written in Go under Apache-2.0. AiSOC has attracted 11% as many forks as stars, toolhive 14%. toolhive was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai-security), 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
| AiSOC | toolhive | |
|---|---|---|
| GitHub stars | ★ 2.4K | ★ 2.2K |
| License | MIT | Apache-2.0 |
| Written in | Python | Go |
| Last push | 2026-09-14 | 2026-09-19 |
| Forks | ⑂ 258 | ⑂ 300 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick AiSOC if
- You weight community size — 2.4K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick toolhive if
- You want the toolhive feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Go
- You evaluated both and toolhive fits your workflow better
About AiSOC
AiSOC is an open source, self hostable Security Operations Center built with Python under the MIT license. It lives in the AI security and cybersecurity operations ecosystem, combining agentic AI, detection engineering, incident response, and MITRE ATT&CK investigation. The project presents itself as an AI SOC where an agent investigates security cases, uses tools, and records its reasoning for later review.
read the full AiSOC overview →
About toolhive
ToolHive is an open source, Apache 2.0 licensed platform written in Go for running and managing Model Context Protocol (MCP) servers. It lives in the AI and machine learning ecosystem, specifically MCP tooling and AI security and privacy. The project addresses the problem of exposing MCP servers to AI coding assistants and enterprise clients without broad local access or unmanaged behavior.
read the full toolhive overview →
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Frequently asked questions
Is AiSOC or toolhive more popular?
AiSOC has 2,357 GitHub stars and toolhive has 2,193. AiSOC has the larger community by that measure.
Are AiSOC and toolhive free?
Both are open source. AiSOC is licensed under MIT and toolhive under Apache-2.0. Neither carries a licence fee.
What is the difference between AiSOC and toolhive?
AiSOC is written in Python and toolhive in Go. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, AiSOC or toolhive?
Choose AiSOC if you want the larger community (2,357 stars) or its MIT licence terms. Choose toolhive if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.