A production-ready Model Context Protocol (MCP) server for semantic memory management

A simple multiuser multiboard task MCP server managed via kanban board interface. Created to allow simple self hosted agent task management.

一个 MCP Server 连接你的所有数据库，数据库 MCP Server 的瑞士军刀。One MCP Server for all your databases. The Swiss Army Knife of Database MCP Servers.

Semantic memory for AI agents. Local-first, MCP-native.

An MCP server provides read-only access to MySQL databases.

A Model Context Protocol (MCP) server for discovering data products and requesting access in Data Mesh Manager, and executing queries on the data platform to access business data.

A local-first knowledge vault with four-layer hierarchy, hybrid search, graph, and cross-model validation for reliable memory and reasoning.

Hydrolix integration enabling schema exploration, query capabilities, and tool-based data access for LLM-driven workflows.

Interactive chat interface for natural-language querying of PostgreSQL with automatic SQL generation and schema-aware results.

This is a MCP server I built to interact with my hybrid graph rag db.

MariaDB database integration with configurable access controls in Python.

A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.

Open-source context infrastructure delivering hybrid retrieval, persistent code context, and observability for AI coding agents, with modular memory and multi-repo scope.

Enable AI assistants to explore and query your Steampipe data!

An RAG for code development, implemented as MCP server with cocoindex

A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform.
Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses.

mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem.

Bridges Trino data with AI workflows, enabling table listing, content reading, and arbitrary SQL queries via Python.

A YugabyteDB server enabling direct LLM access to YugabyteDB with table listing and read-only SQL via Model Context Protocol, optimized for FastMCP integration.

A proxy MCP (Model Context Protocol) server that filters the upstream tool surface to just the tools you need.

A high-performance, local, offline-first AI memory system built in Rust

postgres mcp implementation

Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension

Auto-updating OpenGenes aging data with a queryable interface and AI-ready access for researchers.