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.

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.

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.

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.