Comparison
MCP Context Forge vs Open Webui
Open Webui has more GitHub stars (155,715 vs 4,638). MCP Context Forge was updated more recently (last commit 7h ago). Data comes straight from GitHub and refreshes daily.
MCP Context Forge
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.…
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pip install mcp-contextforge-gateway
Open Webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
$
pip install open-webui| Metric | MCP Context Forge | Open Webui |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 4,638 | 155,715 |
| Stars, last 7 days | — | — |
| Forks | 922 | 22,671 |
| Upvotes | 0 | 0 |
| Language | Python | Python |
| License | Apache-2.0 | — |
| Last commit | 7h ago | 7h ago |
| Created | May 2025 | Oct 2023 |
| Categories | AI & LLM tooling, Dev tools, Cloud & infra | AI & LLM tooling, Memory & knowledge, Design & frontend |