Comparison
Mcpmark vs Open Webui
Open Webui has more GitHub stars (155,868 vs 465). Open Webui was updated more recently (last commit 9h ago). Data comes straight from GitHub and refreshes daily.
Mcpmark
MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.
$
git clone https://github.com/eval-sys/mcpmark
Open Webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
$
pip install open-webui| Metric | Mcpmark | Open Webui |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 465 | 155,868 |
| Stars, last 7 days | n/a | +54 |
| Forks | 50 | 22,688 |
| Upvotes | 0 | 0 |
| Language | Python | Python |
| License | Apache-2.0 | n/a |
| Last commit | 4mo ago | 9h ago |
| Created | Jul 2025 | Oct 2023 |
| Categories | AI & LLM tooling, Dev tools | AI & LLM tooling, Memory & knowledge, Design & frontend |