RAG MCP Server（RAGDB)
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
Directory
Search MCP Servers
SuperSQL MCP Service
Super SQL is a Java framework based on advanced generative large models, focusing on transforming database table structures through Retrieval-Augmented…
Spring Boot MySQL Project
# Spring Boot MySQL Project This is a Spring Boot project configured with MySQL and HikariCP connection pool. ## Prerequisites - Java 17 or later - Maven 3.6…
Shared Knowledge RAG
Enables AI systems to access and retrieve information from multiple vector store backends including HNSWLib and Weaviate, providing a unified interface for…
Servidor RAG Personal con MCP
A server for Retrieval Augmented Generation (RAG), providing AI clients access to a private knowledge base built from user documents.
ArcKnowledge (Custom RAG)
Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable authentication and…
MCP Pinecone Vector Database Server
# MCP Pinecone Vector Database Server This project implements a Model Context Protocol (MCP) server that allows reading and writing vectorized information to a…
Tiny Chat
This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.
Prisma MCP Server
# Prisma MCP Server This package provides a Model Context Protocol (MCP) server that acts as an interface to a database managed by Prisma ORM. It allows…
PostgreSQL MCP Server with LLM Chat Example on Clever Cloud
A Node.js application on Clever Cloud that uses an MCP server for PostgreSQL along with a language model to enable natural language querying of a PostgreSQL…
BigQuery MCP Server
# BigQuery MCP Server A Model Context Protocol (MCP) server for accessing Google BigQuery. This server enables Large Language Models (LLMs) to understand…
ShopBot AI
AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.
ACG Mcp
Standalone MCP server for the Audited Context Generation (ACG) Protocol — verifiable fact-checking and grounded RAG via MongoDB.
Local FAISS
About Local FAISS vector store as an MCP server – drop-in local RAG for Claude / Copilot / Agents.
LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
Lean KG
A local, Rust-based Knowledge Graph MCP server. Cuts AI coding token usage by up to 98% by intelligently querying your codebase instead of sending full files.
Apache AGE MCP
MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch…
Prisma MCP Server
# Prisma MCP Server This package provides a Model Context Protocol (MCP) server that acts as an interface to a database managed by Prisma ORM. It allows…
MCP Server for MySQL based on NodeJS
# MCP Server for MySQL based on NodeJS [](https://smithery.ai/server/@benborla29/mcp-se…
mcp-server-weaviate
# mcp-server-weaviate [](https://smithery.ai/server/@weaviate/mcp-server-weaviate)…
🌩️ Databases Storm - Unified Database Management System
🌩️ Unified Database Management System - MCP server for orchestrating Supabase and multiple databases
Prisma
 <div align="center"> <h1>Prisma</h1> <a href="https://www.npmjs.com/package/prisma"><img…
Teradata
A collection of tools for managing the platform, addressing data quality and reading and writing to [Teradata](https://www.teradata.com/) Database.
MCPunk (Roaming RAG)
Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.