head to head · open source
iFixAi vs toolhive
iFixAi has 43,018 GitHub stars, 1,780 forks, 2 open issues and last shipped yesterday. toolhive has 2,321 stars, 324 forks, 369 open issues and last shipped yesterday. iFixAi leads on adoption by 1,753% (43,018 vs 2,321 stars). iFixAi is written in Python under Apache-2.0; toolhive is written in Go under Apache-2.0. iFixAi has attracted 4% 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), 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
| iFixAi | toolhive | |
|---|---|---|
| GitHub stars | ★ 43K | ★ 2.3K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Go |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 1.8K | ⑂ 324 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick iFixAi if
- You weight community size — 43K stars and counting
- You want the Apache-2.0 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 iFixAi
iFixAi English · 简体中文 · 日本語 · 한국어 Independent Auditing of AI Agents Catch your agent's mistakes and blind spots before the shit hits the fan. Quick start • Three ways to run • Test your agent • Scoring • Docs • Contributing One ifixai run , end to end: guided setup picks the system, judge, and suite; the run verifies the connection and saves your config; 32 inspections execute across five pillars; and the result lands as an A–F grade with a scored core pillar scorecard. What it is The existing Eval, Red teaming, and Observability Tools are evaluating the agent mainly based on tech capability (token efficiency…
read the full iFixAi overview →
About toolhive
The open source MCP platform trusted by developers and enterprises [![Release][release img]][release] [![Build status][ci img]][ci] [![Coverage Status][coveralls img]][coveralls] [![License: Apache 2.0][license img]][license] [![Star on GitHub][stars img]][stars] [![Discord][discord img]][discord] Run any MCP server securely, instantly, anywhere. ToolHive runs every MCP server in an isolated container, enforces identity and access policy per request when configured with an authentication source, and gives platform teams the observability they need to put MCP in production. Why ToolHive? Here are some of the more…
read the full toolhive overview →
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Frequently asked questions
Is iFixAi or toolhive more popular?
iFixAi has 43,018 GitHub stars and toolhive has 2,321. iFixAi has the larger community by that measure.
Are iFixAi and toolhive free?
Both are open source. iFixAi is licensed under Apache-2.0 and toolhive under Apache-2.0. Neither carries a licence fee.
What is the difference between iFixAi and toolhive?
iFixAi 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, iFixAi or toolhive?
Choose iFixAi if you want the larger community (43,018 stars) or its Apache-2.0 licence terms. Choose toolhive if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.