Comparison
Visibility vs Open Webui
Open Webui has more GitHub stars (155,814 vs 0). Open Webui was updated more recently (last commit 10h ago). Data comes straight from GitHub and refreshes daily.
Visibility
See whether ChatGPT, Claude and Gemini recommend a startup's product, and who they name instead.
$
claude mcp add --transport http visibility https://frontstat.com/api/mcp
Open Webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
$
pip install open-webui| Metric | Visibility | Open Webui |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 155,814 |
| Stars, last 7 days | n/a | n/a |
| Forks | 0 | 22,680 |
| Upvotes | 0 | 0 |
| Language | n/a | Python |
| License | n/a | n/a |
| Last commit | n/a | 10h ago |
| Created | n/a | Oct 2023 |
| Categories | AI & LLM tooling | AI & LLM tooling, Memory & knowledge, Design & frontend |