Comparison
ONCE — Exactly-Once Reliability for AI Agent Actions vs Open Webui
Open Webui has more GitHub stars (155,919 vs 0). Open Webui was updated more recently (last commit 5d ago). Data comes straight from GitHub and refreshes daily.
ONCE — Exactly-Once Reliability for AI Agent Actions
Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.
$
claude mcp add --transport http once-exactly-once-reliability- https://optimistic-compassion-production.up.railway.app/mcp
Open Webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
$
pip install open-webui| Metric | ONCE — Exactly-Once Reliability for AI Agent Actions | Open Webui |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 155,919 |
| Stars, last 7 days | n/a | +105 |
| Forks | 0 | 22,692 |
| Upvotes | 0 | 0 |
| Language | n/a | Python |
| License | n/a | n/a |
| Last commit | n/a | 5d ago |
| Created | n/a | Oct 2023 |
| Categories | AI & LLM tooling | AI & LLM tooling, Memory & knowledge, Design & frontend |