Fit Framework AI Agent
by ModelEngine-GroupFIT: 企业级AI开发框架，提供多语言函数引擎（FIT）、流式编排引擎（WaterFlow）及Java生态的LangChain替代方案（FEL）。原生/Spring双模运行，支持插件热插拔与智能聚散部署，无缝统一大模型与业务系统。
Fit Framework is an open-source ai agent by ModelEngine-Group, written mainly in Java, with 2,118 GitHub stars and the MIT license. Its code was last updated Mar 13, 2026.
Scan summary: scanned Nov 5, 2026 at commit e2f285d. Seen able to run dynamic code. Scan policy
What Fit Framework can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Seen in this scan, either in the code or while it ran.Run dynamic codeFound in the code by our scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit e2f285d, Nov 5, 2026. See the scan policy.
Before you install Fit Framework
AgenticMart scanned Fit Framework on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by ModelEngine-Group on GitHub, 2,118 stars and 335 forks. Popularity is not proof of safety.
- Last code change: Mar 13, 2026.
- Open-source license: MIT.
Fit Framework is an open-source ai agent by ModelEngine-Group, written mainly in Java. FIT: 企业级AI开发框架，提供多语言函数引擎（FIT）、流式编排引擎（WaterFlow）及Java生态的LangChain替代方案（FEL）。原生/Spring双模运行，支持插件热插拔与智能聚散部署，无缝统一大模型与业务系统。
At a glance
- Stars
- 2.1k
- Forks
- 335
- Language
- Java
- License
- MIT
- Created
- Feb 2025
- Last update
- Mar 13, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about Fit Framework
What is Fit Framework?
FIT: 企业级AI开发框架，提供多语言函数引擎（FIT）、流式编排引擎（WaterFlow）及Java生态的LangChain替代方案（FEL）。原生/Spring双模运行，支持插件热插拔与智能聚散部署，无缝统一大模型与业务系统。
Who maintains Fit Framework?
Fit Framework is maintained by ModelEngine-Group on GitHub (ModelEngine-Group/fit-framework). AgenticMart lists it from public repository data.
Is Fit Framework safe to use?
AgenticMart scanned Fit Framework on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Fit Framework use?
It is published under the MIT license.
Fit Framework alternatives
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|---|---|---|---|---|
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