@aekanun/mcp-server-ragvectordb v1.0.3

@aekanun/mcp-server-ragvectordb

A Model Context Protocol server for RAG (Retrieval-Augmented Generation) with vector database support.

Quick Start

You can use this server in your Claude Desktop configuration:

```json { "mcpServers": { "ragdocs": { "command": "npx", "args": "@aekanun/mcp-server-ragvectordb" , "env": { "QDRANT_URL": "http://localhost:6333", "EMBEDDING_PROVIDER": "ollama", "OLLAMA_URL": "http://localhost:11434", "OLLAMA_HOST": "http://localhost:11434" } } } } ```

Environment Variables

• `QDRANT_URL`: URL of your Qdrant vector database instance
• `EMBEDDING_PROVIDER`: Set to "ollama" for using Ollama embeddings
• `OLLAMA_URL`: URL of your Ollama instance
• `OLLAMA_HOST`: Host URL of your Ollama instance

Prerequisites

• Qdrant server running and accessible
• Ollama server running and accessible

License

ISC