MCP-RAG Server

MCP-RAG Server

Public
sourangshupal/mcp-rag

Advanced Model Context Protocol server enabling efficient retrieval-augmented generation with semantic search, PDF document ingestion, and seamless integration of GroundX and OpenAI for high-accuracy context processing.

python
0 tools
May 29, 2025
Updated Jun 4, 2025

Supercharge Your AI with MCP-RAG Server

MCP Server

Unlock the full potential of MCP-RAG Server through LangDB's AI Gateway. Get enterprise-grade security, analytics, and seamless integration with zero configuration.

Unified API Access
Complete Tracing
Instant Setup
Get Started Now

Free tier available • No credit card required

Instant Setup
99.9% Uptime
10,000+Monthly Requests
Configuration Requirements
API Key
Configure authentication and required variables to access this MCP server
Required Environment Variables
OPENAI_API_KEY
Optional
string

Your OpenAI API key

GROUNDX_API_KEY
Optional
string

Your GroundX API key

BUCKET_ID
Optional
string

Your bucket ID for document storage

Security Notice

Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.

Related MCPs5
  • MCP-RAG Server

    Advanced Model Context Protocol server enabling efficient retrieval-augmented generation with high-accuracy document ingestion, semantic search, and seamless integration of GroundX and OpenAI for robust context handling and flexible configuration.

    Added May 29, 2025
  • RAG MCP server

    A Model Context Protocol (MCP) server enabling Retrieval-Augmented Generation with document ingestion, semantic search, local LLM integration via Ollama, and compatibility with RISC Zero's Bonsai documentation for advanced query processing.

    Added May 30, 2025
  • AWS Knowledge Base Retrieval MCP Server

    Retrieval-Augmented Generation (RAG) server enabling efficient extraction of contextual information from AWS Knowledge Bases with customizable results, supporting IAM and AWS SSO credentials for seamless integration within Model Context Protocol workflows.

    Added May 30, 2025
  • MCP Web Research Server

    Advanced Model Context Protocol server enabling deep web research with intelligent search queuing, enhanced content extraction, real-time webpage analysis, and seamless integration for comprehensive, efficient information retrieval.

    3 tools
    Added May 30, 2025
  • RagDocs MCP Server

    Model Context Protocol server offering retrieval-augmented generation with semantic document search, management, and vector similarity using Qdrant and Ollama or OpenAI embeddings.

    Added May 30, 2025