MCP Server Registry

A multi-agent AI system for software architecture, using LangGraph, MCP, RabbitMQ, Redis, Keycloak, Kong, Prometheus, Grafana

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

MCP server exposing safe, read-only-by-default PostgreSQL access.

Enables escalation of questions to humans through a markdown file-based workflow that prevents hallucinations by providing direct human-in-the-loop responses for critical decisions like database passwords, API endpoints, or architectural choices.

A secure, read-only Redis MCP Server — empowers AI coding agents to inspect keys, analyze memory, diagnose slow queries, and advise on cache design through 8 semantic tools with defense-in-depth security.

Integrates with Astra DB, enabling cloud-native database operations for scalable data storage and retrieval in AI applications.

Structured aquarium, marine, terrarium and paludarium data for AI agents.

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

Provides semantic search and document retrieval using MongoDB Atlas Vector Search with Voyage AI embeddings, enabling intelligent querying across markdown documentation with hierarchical chunking and contextual understanding.

Self-customizing open-source CRM with AI-powered pipeline analysis running on local SQLite.

MCP-native security automation workbench (SDK + CLI + MCP) — authorized testing + static AI/MCP attack-surface self-audit to SARIF / GitHub Code Scanning

:leaves: A curated list of awesome MongoDB resources, libraries, tools and applications

A curated list of awesome MySQL software, libraries, tools and resources

A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞

A curated list of SurrealDB resources, tools, utilities, and applications.

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Provides direct SQL execution access to AWS RDS MySQL databases with safety measures that block dangerous operations while supporting standard queries, data modifications, and database administration tasks.

Enables natural language interaction with Azure Cosmos DB for querying, creating, and managing databases, containers, and items through Go-based tools supporting both key authentication and managed identities.

This repository contains a collection of sample implementations of the MCP across multiple programming languages, all backed by Azure Cosmos DB. These examples demonstrate how to create, query, update, and delete documents using the Azure Cosmos DB SDKs

Integrates with Azure Data Explorer to enable executing KQL queries, discovering database resources, exploring table schemas, and sampling data for data analysis and insights generation.

Integrates with Azure Data Explorer to enable listing databases, retrieving table schemas, and executing KQL queries for data analysis and exploration.

Secure MCP server for SAP Business One database (HANA / MS SQL) and Service Layer operations

Model Context Protocol (MCP) server for Teradata, Community edition by BachStudio