mcp-rag
MCP-based RAG integration with Open-WebUI. mcp-rag is a Model Context Protocol (MCP) server maintained by felixscherz. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under AI/RAG and Tool/Integration.
What is this MCP
This MCP (Model Context Protocol) implementation demonstrates how to connect a RAG (Retrieval-Augmented Generation) application to Open-WebUI using server-sent events (SSE) for communication between client and server.
How to use this MCP
pip install mcp[cli]What this MCP can be used for
- Building AI assistants with RAG capabilities
- Integrating custom knowledge bases with Open-WebUI
- Experimenting with MCP protocol for AI tool communication
- Implementing function calling/tool usage patterns
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the mcp-rag MCP server?
mcp-rag is a Model Context Protocol server from felixscherz. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect mcp-rag to my AI client?
Add mcp-rag to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
Is mcp-rag free to use?
mcp-rag is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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