RagaAI Catalyst AI Agent
by raga-ai-hubPython SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
RagaAI Catalyst is an open-source ai agent by raga-ai-hub, written mainly in Python, with 16,184 GitHub stars and the Apache-2.0 license. Its code was last updated Feb 11, 2026. The latest PyPI release is ragaai-catalyst 2.2.7, published Nov 26, 2025, with 629 downloads last week.
Scan summary: scanned Nov 5, 2026 at commit ab67893. Seen able to connect to the internet. Scan policy
What RagaAI Catalyst can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this 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
- Seen in this scan, either in the code or while it ran.Connect to the internetFound in the code by our scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit ab67893, Nov 5, 2026. See the scan policy.
Before you install RagaAI Catalyst
AgenticMart scanned RagaAI Catalyst 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 run shell commands.
Before you install
- Keep tool-call approval on, and run it in a container if you can.
- 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 raga-ai-hub on GitHub, 16,184 stars and 3,575 forks. Popularity is not proof of safety.
- Last code change: Feb 11, 2026.
- Open-source license: Apache-2.0.
RagaAI Catalyst is an open-source ai agent by raga-ai-hub, written mainly in Python. Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
At a glance
- Stars
- 16k
- Forks
- 3.6k
- Language
- Python
- License
- Apache-2.0
- Created
- Aug 2024
- Last update
- Feb 11, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about RagaAI Catalyst
What is RagaAI Catalyst?
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
Who maintains RagaAI Catalyst?
RagaAI Catalyst is maintained by raga-ai-hub on GitHub (raga-ai-hub/RagaAI-Catalyst). AgenticMart lists it from public repository data.
Is RagaAI Catalyst safe to use?
AgenticMart scanned RagaAI Catalyst 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 RagaAI Catalyst use?
It is published under the Apache-2.0 license.
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| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
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