Mlflow AI Agent
by mlflowThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
Mlflow is an open-source ai agent by mlflow, written mainly in Python, with 28,613 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026. The latest PyPI release is mlflow 3.18.0, published Nov 3, 2026, with 5,332,947 downloads last week.
Scan summary: scanned Nov 13, 2026 at commit cd8e791. Seen able to run shell commands, run dynamic code, read environment and secrets. 6 published advisories for its package. Scan policy
What Mlflow can touch
- Seen in this scan, either in the code or while it ran.Run shell commandsFound in the code by our 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
- Seen in this scan, either in the code or while it ran.Read environment and secretsFound in the code by our 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 cd8e791, Nov 13, 2026. See the scan policy.
Before you install Mlflow
AgenticMart scanned Mlflow on Nov 13, 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 mlflow on GitHub, 28,613 stars and 6,560 forks. Popularity is not proof of safety.
- Last code change: Nov 1, 2026.
- Open-source license: Apache-2.0.
Published advisories for mlflow
From the OSV database, for this PyPI package. Check that your installed version is past any fix.
- CVE-2026-116692MLflow vulnerable to remote code execution on unauthenticated servers via third-party scorer deserialization importing caller-placed artifact modulesFixed in 3.17.0.
- CVE-2026-8147MLflow: trace API endpoints lack proper authorization validatorsFixed in 3.13.0rc0.
- CVE-2026-115886MLflow: SSRF on unauthenticated MLflow servers via third-party scorer kwargs in the scorer invoke, register, and GenAI evaluate endpointsFixed in 3.17.0.
- CVE-2024-27133MLFlow Cross-site Scripting vulnerability leads to client-side Remote Code ExecutionFixed in 2.10.0.
- CVE-2026-2614MLflow allows an unauthenticated remote attacker to read arbitrary files from the server's filesystemFixed in 3.10.0.
- CVE-2024-37053MLFlow unsafe deserialization
Mlflow is an open-source ai agent by mlflow, written mainly in Python. The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
At a glance
- Stars
- 29k
- Forks
- 6.6k
- Language
- Python
- License
- Apache-2.0
- Created
- Jun 2018
- Last update
- Nov 1, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about Mlflow
What is Mlflow?
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
Who maintains Mlflow?
Mlflow is maintained by mlflow on GitHub (mlflow/mlflow). AgenticMart lists it from public repository data.
Is Mlflow safe to use?
AgenticMart scanned Mlflow on Nov 13, 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 Mlflow use?
It is published under the Apache-2.0 license.
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