MCP server exposing Realy's validated table-operation retrieval agent over a customer-owned database.
Retrieval, search, scraping and data access.
MCP server exposing Realy's validated table-operation retrieval agent over a customer-owned database.
MCP server for web search operations - provides utility tools for performing web searches via APIs with multiple provider support
A Model Context Protocol (MCP) server for web scraping using Crawl4AI
MCP server for RDS MySQL
Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.
MCP server enabling LLM-powered access to multi-dimensional geo-spatial datacubes in rasdaman.
MCP server enabling LLM-powered access to multi-dimensional geo-spatial datacubes in rasdaman.
Ramp MCP Demo
An MCP server for SQL database management using SQLite.
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
A generic RAG MCP server with pluggable embedding providers and vector stores
Documentation RAG pipeline with a Textual dashboard and MCP server
RAG MCP Server for document search and retrieval
MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing
This is a local rag-mcp solution with chromadb using langchain and docling
Rag Knowledge MCP Server by MEOK AI Labs
Rag Knowledge Graph MCP Server by MEOK AI Labs
MCP Server for RAG documentation search with Qdrant and Ollama
Recursively scrapes websites and builds a localized memory context to return specific reference text chunks.
Intelligent CLI-based Project Context Engine with MCP server support