RAG MCP Server
by Saikiran2412 · ai-ml · mcp-server, glama
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_MCPUse 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
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.
Related ai-ml MCPs and skills
- ghidra-retro-mcp by getanirao
Enables AI assistants to perform headless reverse engineering of retro game ROMs using Ghidra, with automated platform detection and triage.
- everything-mcp by Santisoutoo
Enables LLM agents to perform instant whole-disk filename searches using Everything's index, supporting native query syntax and pagination.
- Hybrid Vision MCP Server by sameersemna
Bridges local vision engines (Tesseract.js OCR and Sharp preprocessing) with Ollama vision models for image analysis, comparison, text localization, and browser screenshot annotation over MCP-compliant HTTP/SSE transports.
- Proxy4Agent by Goldentrii
Routes AI agent HTTP requests through residential proxies to bypass anti-bot systems, geo-target by country/city, and maintain sticky sessions across multi-step workflows.
- ACC AI MCP by ssdotai
Enables AI assistants to interact with Autodesk Construction Cloud projects through natural language, connecting APS APIs for querying project data and issues.
- Surfmeter MCP Server by aveq-research
A Model Context Protocol server for the AVEQ Surfmeter management API. It exposes typed tools for clients, measurements, anomalies, groups, ISPs, users, keys, capabilities, settings, license usage, and the built-in AI assistant.
- pihole-mcp by hexamatic
Enables AI assistants to control Pi-hole DNS filtering, including domain management, query analysis, and system administration, with support for multiple Pi-hole instances and synchronization.
- SafeSight MCP by avinashmutum2615-ship-it
A Model Context Protocol (MCP) server that enables AI assistants to interact with the SafeSight Eye Care Management System.
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.