forge
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
Visit ↗Head to head
forge vs RagaAI-Catalyst
5 of 12 recorded facts differ. Everything below is source-reported with a capture date. Niched has not published a buyer verdict for this pair, so nothing here declares a winner. A winner only exists inside a defined buyer niche with stated constraints.
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
Visit ↗Every recorded fact
Show differences only| Fact | forge | RagaAI-Catalyst |
|---|---|---|
| Official SDK installs, 30 days | Not recorded | Not recorded |
| SDK evidence captured | Not recorded | Not recorded |
| GitHub stars | 2.2K | 16.1K |
| Forks | 169 | 3.6K |
| Open issues | 4 | 34 |
| Last commit | 3 days ago | 6 months ago |
| Primary language | Python | Python |
| License | MIT License | Apache License 2.0 |
| Open source | Yes | Yes |
| Pricing model | Not recorded | Not recorded |
| Founded | Not recorded | Not recorded |
| Categories | AI agents & autonomous workflows | AI agents & autonomous workflows |
Where both compete
Both products are placed in AI agents & autonomous workflows. A category organises the market; it carries no score. See all forge alternatives.