RooCode RAG Lookup
Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.
What is RooCode RAG Lookup?
RooCode RAG Lookup is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables semantic search across documents and code repositories using rag (retrieval-augmented generation) with vector embeddings. automatically indexes pdf documents and performs relevance-scored look...
Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.
This server falls under the Search & Data Extraction category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Enables semantic search across documents and code repositori
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx roocode-rag-lookupConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about RooCode RAG Lookup
What is RooCode RAG Lookup?
RooCode RAG Lookup is a Model Context Protocol (MCP) server that enables semantic search across documents and code repositories using rag (retrieval-augmented generation) with vector embeddings. automatically indexes pdf documents and performs relevance-scored lookups through chromadb and sentence transformers. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install RooCode RAG Lookup?
Follow the installation instructions on the RooCode RAG Lookup GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with RooCode RAG Lookup?
RooCode RAG Lookup works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is RooCode RAG Lookup free to use?
Yes, RooCode RAG Lookup is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Browse More Search & Data Extraction MCP Servers
Explore all search & data extraction servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up RooCode RAG Lookup 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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