RAG with ChromaDB
Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, di
What is RAG with ChromaDB?
RAG with ChromaDB is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to provides retrieval-augmented generation (rag) capabilities by ingesting various document formats into a persistent chromadb vector store. it enables semantic search and retrieval using either openai o...
Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, di
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Provides retrieval-augmented generation (RAG) capabilities b
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx mcp-rag-with-chromadbConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about RAG with ChromaDB
What is RAG with ChromaDB?
RAG with ChromaDB is a Model Context Protocol (MCP) server that provides retrieval-augmented generation (rag) capabilities by ingesting various document formats into a persistent chromadb vector store. it enables semantic search and retrieval using either openai or ollama embeddings for processing local files, di It connects AI assistants to external tools and data sources through a standardized interface.
How do I install RAG with ChromaDB?
Follow the installation instructions on the RAG with ChromaDB GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with RAG with ChromaDB?
RAG with ChromaDB works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is RAG with ChromaDB free to use?
Yes, RAG with ChromaDB is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
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Set Up RAG with ChromaDB in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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