Databases

Netdata is a real-time infrastructure monitoring platform that provides per-second visibility into systems, containers, and applications using high-performance metrics collection and local ML anomaly detection.

An MCP server that enables persistent memory for AI models through a local knowledge graph, allowing for the storage and retrieval of entities, relations, and atomic observations across sessions.

This repository is the main Prisma ORM project; while it mentions MCP support, for the actual MCP server tools you must use the dedicated repository at https://github.com/prisma/mcp.

MCP (Model Context Protocol) Server. MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications.

A Python agent framework that provides a browser-compatible Python execution environment and integrates Model Context Protocol to give agents access to external tools and data.

Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more.

txtai is an all-in-one AI framework providing an embeddings database for semantic search, LLM orchestration, and multi-model workflows. It supports vector search, RAG pipelines, and autonomous agents through Web and MCP APIs.

An enterprise-grade AI orchestration platform featuring hive-mind swarm intelligence, high-performance vector memory via AgentDB, and comprehensive GitHub integration for automated development workflows.

Cognee is an AI memory layer that transforms raw data into a persistent knowledge graph, combining vector search and graph databases to provide agents with accurate, relationship-aware context.

An MCP-compatible downloader and extractor for XiaoHongShu (RedNote) content, enabling metadata retrieval and watermark-free media downloading via API and server-side integration.

The open-source core of Convex, a reactive database platform that provides a database, server functions, and client libraries for building live-updating TypeScript applications.

A unified metadata platform for data discovery, observability, and governance powered by central schemas and 84+ connectors. It provides end-to-end lineage tracking, data quality monitoring, and a collaborative metadata repository for data assets.

A comprehensive suite of specialized MCP servers designed to integrate AWS best practices, documentation, and resource management directly into AI-powered development workflows.

A lightweight MCP server for running untrusted user or AI code in secure, hardware-isolated microVMs with near-instant boot times.

A memory-powered agent framework that adds a persistent memory layer to AI coding assistants, enabling cross-IDE context retention and collaborative workspace memory.

Interact with Supabase: Create tables, query data, deploy edge functions, and more.

Medplum is an open-source healthcare developer platform providing a FHIR-compliant Clinical Data Repository, identity management, and a suite of SDKs for building medical applications.

A specialized MCP server acting as a proxy between LLMs and existing enterprise endpoints, enabling discovery and execution of auto-healing, LLM-mapped tools.

High-performance web crawling and RAG server that integrates Crawl4AI with Supabase and Neo4j for semantic search, code example extraction, and AI hallucination detection via knowledge graphs.

Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server.

A comprehensive PostgreSQL MCP server that enables AI agents to perform schema exploration, SQL execution, and advanced performance tuning using industrial-strength index optimization algorithms.

A robust MCP server that allows AI models to control and interact with iOS Simulators via Facebook's IDB tool. It supports UI automation, accessibility inspection, media capture, and application lifecycle management for mobile development and QA.

An AI-optimized MCP server providing semantic search over version-aware PostgreSQL manuals and opinionated best-practice skills for advanced schema design and database optimization.

LitterBox is a secure sandbox platform designed for malware development and red teaming, allowing users to test payloads against detection mechanisms. It provides automated static and dynamic analysis through an MCP interface, enabling LLM agents to perform specialized security workflows.

The Azure MCP Server provides a comprehensive bridge between AI agents and over 30 Azure services, enabling automated resource management, cloud architecture design, and database operations through a standardized interface.

MCP (Model Context Protocol) Server. Exposes database tables and schemas via HTTP endpoints, allowing tools to query database structure without direct database access for security-conscious development.

Official Qdrant MCP server that enables LLMs to store and retrieve semantic memories using the Qdrant vector database as a knowledge retrieval layer.

A high-performance memory service that provides persistent, semantic context across AI sessions for Claude, Cursor, and other MCP clients. It features hybrid SQLite/Cloudflare storage, automated document ingestion, and a knowledge graph system for intelligent relationship mapping.

A Model Context Protocol implementation that provides secure integration between AI applications and MySQL databases, supporting schema exploration and SQL execution.

A lightweight self-hosted markdown note-taking application built with Go and SQLite, featuring full-text search and MCP support for interacting with notes.