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…
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…
OpenSearch MCP <> LLM Integration Guide
Step by step guide for integrating LLMs with OpenSearch MCP servers
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…
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.
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.
LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
Local FAISS
About Local FAISS vector store as an MCP server – drop-in local RAG for Claude / Copilot / Agents.
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…
Opensearch Mcp Server Py
 - [OpenSearch MCP…
MySQL MCP Server
# MySQL MCP Server MySQL Model Context Protocol（MCP）サーバーは、ローカル環境のMySQLデータベースに接続し、大規模言語モデル（LLM）がSQLクエリを実行できるようにするツールです。 ## 要件 - **Node.js**: 20.0.0以上 -…
MCP Server for MySQL based on NodeJS
# MCP Server for MySQL based on NodeJS [](https://smithery.ai/server/@benborla29/mcp-se…
DBtoolReader
# DBtoolReader DBtoolReader is a PostgreSQL database tool that provides a server interface for executing database queries and retrieving schema information…
mcp-server-weaviate
# mcp-server-weaviate [](https://smithery.ai/server/@weaviate/mcp-server-weaviate)…
Memory-Plus
a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working…
UniversalBench: run code, web, databases, and any LLM from your AI, safely
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in…
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.