DeepAnalyze AI Agent
by ruc-datalabDeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！
DeepAnalyze is an open-source ai agent by ruc-datalab, written mainly in Python, with 4,763 GitHub stars and the MIT license. Its code was last updated Oct 13, 2026.
Scan summary: scanned Nov 5, 2026 at commit afc697a. Seen able to run shell commands, run dynamic code. Scan policy
What DeepAnalyze 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
- 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
- Not checked directly. Its own description suggests it does this.Connect to databasesLikely, from its own description
- 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 afc697a, Nov 5, 2026. See the scan policy.
Before you install DeepAnalyze
AgenticMart scanned DeepAnalyze 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.
- Based on its description and topics, it likely needs to connect to a database.
Before you install
- Give it a read-only database user unless it must write.
- 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 ruc-datalab on GitHub, 4,763 stars and 751 forks. Popularity is not proof of safety.
- Last code change: Oct 13, 2026.
- Open-source license: MIT.
DeepAnalyze is an open-source ai agent by ruc-datalab, written mainly in Python. DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！
At a glance
- Stars
- 4.8k
- Forks
- 751
- Language
- Python
- License
- MIT
- Created
- Oct 2025
- Last update
- Oct 13, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about DeepAnalyze
What is DeepAnalyze?
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！
Who maintains DeepAnalyze?
DeepAnalyze is maintained by ruc-datalab on GitHub (ruc-datalab/DeepAnalyze). AgenticMart lists it from public repository data.
Is DeepAnalyze safe to use?
AgenticMart scanned DeepAnalyze 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 DeepAnalyze use?
It is published under the MIT license.
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