Database Skills

henryxm/autumn

This skill provides specialized development guidelines and conventions for the Autumn 2.x framework, focusing on JDK 8, Spring Boot 2.7, and MyBatis-Plus 2.x. It enforces strict architectural rules covering database design, authentication modes, field encryption, and code formatting.

SolidInvoice/SolidInvoice

SolidInvoice is a comprehensive guide and assistant framework for the SolidInvoice open-source invoicing and billing application built on Symfony and PHP.

Yigtwxx/awesome-rag-production

A curated, production-focused collection of frameworks, decision guides, and reference architectures for building scalable Retrieval-Augmented Generation (RAG) systems.

garrytan/gbrain

GBrain is a persistent memory and institutional knowledge engine for AI agents that provides synthesis, graph traversal, and gap analysis. Created by Garry Tan, it functions as a personal or company brain layer with privacy controls, vector search, and self-wiring knowledge graphs.

SkardiLabs/skardi

Skardi is a federated SQL query engine and YAML-driven REST API server built in Rust on Apache DataFusion, designed to serve as an agent data plane. It allows AI agents to execute queries and interact with multiple data sources seamlessly.

anousss007/laravel-vigilance

Laravel-vigilance is a self-contained Livewire control center and observability suite for Laravel applications that replaces Horizon with a driver-agnostic worker supervisor. It includes a built-in MCP server for AI coding agents to inspect telemetry and safely resolve issues.

fellowgeek/mcp-memory

MCP-Memory provides a Model Context Protocol server that equips AI assistants with long-term, persistent memory capabilities using SQLite and the Open Knowledge Format (OKF v0.2).

pawcoding/astro-loader-pocketbase

An Astro content loader package that integrates PocketBase databases into Astro's Content Loader API, supporting incremental builds, custom IDs, file handling, and schema generation.

dev-toolings/superpowers-symfony

Superpowers Symfony is an expert Claude Code plugin providing 44 specialized skills, 7 subagents, and 13 slash commands tailored for Symfony 7.4/8.x and API Platform v4 development.

dremio/cli

A developer CLI tool and skill set for interacting with Dremio Cloud, designed for scripting, terminal usage, and AI agents.

zilliztech/zilliz-plugin

An onboarding and usage assistant for Zilliz Cloud that helps users understand plans, estimate costs, write code, and configure clusters.

gjw199513/babel-agent-os

Babel AgentOS is a local-first platform for building, debugging, publishing, and operating AI applications, workflows, and tools. This instruction set provides backend development and architecture guidelines for the Python/Flask API repository.

glommer/memelord

Memelord provides persistent, project-specific memory for AI coding agents using local vector search and Turso databases, improving over time through reinforcement learning hooks.

cortrix/cortrix

Cortrix is an agent-native semantic storage server written in C++17 that provides namespaces, documents, hybrid search, and memory APIs. It features local-first vector retrieval with embedding and reranking capabilities.

redis-developer/redis-ai-resources

A curated collection of code recipes, tutorials, and demos demonstrating how to use Redis for AI applications, vector search, and agent memory systems.

JamesonRGrieve/ServerFramework

An AI development and coding skill focused on the Zephyrex FastAPI-based server framework, enforcing strict architectural guidelines, testing protocols, and design patterns.

kirill-markin/flashcards-open-source-app

An open-source, offline-first flashcards platform featuring multi-client support (iOS, Android, web) and FSRS scheduling logic.

peakflo/20x

Peakflo 20x is a production multi-agent system designed to run parallel AI coding agents with centralized polling, secret management, and human-in-the-loop approvals.

Jordan-Jarvis/jenkins-mcp-enterprise

An enterprise-grade Model Context Protocol (MCP) server designed to integrate LLMs with Jenkins for build diagnosis and pipeline management.

geoff-maddock/events-tracker

Events Tracker is a Laravel-based content management system for music and arts communities to organize events, venues, artists, and series. It provides comprehensive scheduling, ticketing-style RSVPs, calendar exports, and community social features.

microsoft/Dataverse-skills

This skill provides environment-level Microsoft Dataverse administration capabilities, handling tasks like bulk deletion, data retention policies, environment settings, OrgDB settings, and audit configurations.

victoriaplummer/airtable-interface-extension-toolkit

A comprehensive developer toolkit and reference guide for building, styling, and debugging custom Airtable Interface Extensions using the @airtable/blocks/interface SDK.

intersystems-community/iris-agentic-dev

An MCP server and toolset that enables AI coding assistants to interact directly with InterSystems IRIS database instances for development and testing.

IBM/ibm-watsonxdata-mcp-server

An MCP server that enables AI assistants to manage and query IBM watsonx.data lakehouses using natural language.

BanibrataChatterjee/AwesomeSalesforceSkills

AwesomeSalesforceSkills is a comprehensive knowledge layer for AI coding assistants containing hundreds of structured Salesforce skills, shared templates, and decision frameworks.

f/prompts.chat

This repository provides development guidelines and project structure for prompts.chat, a self-hostable social platform and open-source library for AI prompts. Built with Next.js, Prisma, and Tailwind CSS, it enables users to discover, share, and manage prompts across multiple languages.

lovablelabs/mcp

The official Model Context Protocol server for Lovable, allowing AI clients to build, edit, and manage web applications through natural language.

Arie/serveme

Manage and provision competitive Team Fortress 2 servers worldwide through a Ruby on Rails application and JSON API.

tabiya-tech/compass

Compass is an AI-powered platform designed to help job-seekers discover, articulate, and catalog their skills using the ESCO taxonomy and inclusive livelihood frameworks.

lfnovo/surreal-mcp

A Model Context Protocol (MCP) server that enables AI assistants to directly interact with SurrealDB databases using raw queries, full CRUD operations, and graph relationships.

Dwsy/magic-api-mcp-server

An MCP server designed for Magic-API development, offering comprehensive tools for script writing, API testing, debugging, and resource management.

gemini-cli-extensions/cloud-sql-sqlserver

Agent skills package to provision, manage, and monitor Google Cloud SQL for SQL Server instances and databases using natural language.

Andrew-Jang/RAGHub

RAGHub is a curated community directory of frameworks, engines, tools, and resources for Retrieval-Augmented Generation (RAG). It provides developers with an organized overview of options ranging from vector databases and evaluation tools to end-to-end RAG platforms.

rjsalgado/mariadb-mcp-server

This Model Context Protocol (MCP) server integrates MariaDB and MySQL databases with AI clients to run queries and inspect schemas safely.

HIDORAKAI002/ai-workspace-archive

A comprehensive self-hosted offline repository providing nearly 30,000 AI developer skills, prompts, IDE context rules, and MCP servers.

sean-zhang-dbx/prompt-to-genie

This skill guides users through creating, auditing, diagnosing, and optimizing Databricks AI/BI Genie spaces using the Genie API and serialized JSON configurations.

u1pns/skill-dba

Acts as a Senior Database Administrator for major relational databases to audit SQL, optimize slow queries, and design robust schemas.

shape-network/mcp-server

An MCP server that gives AI assistants direct access to Shape network onchain metrics, gasback distributions, and NFT analytics.

delphix/dxi-mcp-server

The Delphix DCT MCP Server integrates AI assistants with the Delphix Data Control Tower API, facilitating test data management and virtualization.

aliyun/alibabacloud-dataworks-mcp-server

An official Model Context Protocol (MCP) server enabling AI agents to interact with Alibaba Cloud DataWorks Open API.

dynamike/snowflake-mcp-server

A Model Context Protocol (MCP) server that grants AI assistants secure, read-only access to query and explore Snowflake databases.

lambdaclass/lambdaclass_hacking_learning_path

This skill outlines the comprehensive onboarding guide, engineering culture, and technical learning path used by LambdaClass for their engineering residency.

surrealdb/surrealmcp

Official Model Context Protocol server enabling AI assistants to interface directly with SurrealDB and SurrealDB Cloud.

adrianhajdin/event_platform

A full-stack Next.js 14 event management application featuring user authentication, event CRUD operations, and Stripe checkout integration.

projectshft/killer_agents

A multi-agent system powered by Next.js and Gemini AI designed for TikTok influencer marketing and trend research.

pm-bhatt/everything-gemini-cli

Everything Gemini CLI is a comprehensive extension pack for the Gemini CLI featuring 15 commands, 14 domain-specific skills, and ready-to-use Model Context Protocol server configurations.

aaPanel/mcp-server

An MCP server integration that connects AI agents to the aaPanel web hosting control panel, enabling management of websites, databases, Docker, and system status.

tadasant/mcp-server-ssh-rails-runner

An MCP server that safely executes remote Ruby on Rails console commands over SSH, featuring read-only queries and prepared mutation workflows.

LinkedInLearning/build-with-ai-safe-and-scalable-sql-ai-agents-2757076

This repository provides learning materials and code examples for building production-ready SQL AI agents using Python and LangChain. It focuses on safety, architectural patterns, monitoring, and multi-agent workflows.

parthshr370/MCP-Servers

A collection of custom Model Context Protocol (MCP) servers integrated with CAMEL-AI for file management, database queries, and document conversion.