RAG MCP Server

by Saikiran2412 · ai-ml · mcp-server, glama

Medium setupBest for experimentalTrust score 12/100

Exposes semantic document retrieval from a ChromaDB collection of arXiv papers as a callable tool for any MCP-compatible client.

Source: https://github.com/Saikiran2412/Retrieval_MCP

Install

git clone https://github.com/Saikiran2412/Retrieval_MCP

Use this forAI-extracted

  • Build RAG systems that retrieve relevant documents from ChromaDB, Qdrant, or Pinecone before passing context to Claude
  • Enable Claude to semantically search through large document collections without embedding them in prompts
  • Dynamically augment LLM responses with up-to-date knowledge from external vector databases during inference

Works with

Claude CodeClaude Desktop

Tags: mcp-server, glama

Source: glama

About ai-ml MCP servers and Claude skills

ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

RAG MCP Server is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

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Frequently asked questions

How do I install RAG MCP Server?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support RAG MCP Server?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is RAG MCP Server free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.