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。
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SuperSQL MCP Service
Super SQL is a Java framework based on advanced generative large models, focusing on transforming database table structures through Retrieval-Augmented…
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.
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…
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…
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…
Test Neon MCP Server in React Server Components
This repository uses Waku and React Server Components to demonstrate how to use Neon’s MCP Server with the Anthropic API and a custom chat interface. It is a…
Amazon Bedrock Converse API and Database MCP Server Integration
# Amazon Bedrock Converse API and Database MCP Server Integration This sample demonstrates the integration of AWS Bedrock's Conversational AI capabilities with…
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…
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.
LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
ACG Mcp
Standalone MCP server for the Audited Context Generation (ACG) Protocol — verifiable fact-checking and grounded RAG via MongoDB.
ShopBot AI
AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.
Local FAISS
About Local FAISS vector store as an MCP server – drop-in local RAG for Claude / Copilot / Agents.
Building a Remote MCP Server on Cloudflare (Without Auth)
Chat w/ Cloudflare D1 Database Remote MCP Server
mcp-server-weaviate
# mcp-server-weaviate [](https://smithery.ai/server/@weaviate/mcp-server-weaviate)…
Snowflake Cortex MCP Server - NodeJS
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client…
🧠 mcp.chroma
A Rust-based MCP server that provides a model‑context–protocol interface to ChromaDB, a vector database for embeddings. It enables collection and document…
Qdrant MCP Server
A Model Context Protocol (MCP) server implementation for RAG
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
🌩️ Databases Storm - Unified Database Management System
🌩️ Unified Database Management System - MCP server for orchestrating Supabase and multiple databases
Teradata
A collection of tools for managing the platform, addressing data quality and reading and writing to [Teradata](https://www.teradata.com/) Database.