Projects sharing features with SQL Server First Responder Kit

Pigsty is a comprehensive database infrastructure orchestration platform designed to automate the full lifecycle of high-availability PostgreSQL clusters. It functions as an infrastructure-as-code framework that manages cluster coordination, node provisioning, and service discovery through idempotent playbooks. By integrating distributed consensus mechanisms, the platform ensures automated failover and consistent state enforcement across diverse environments, including bare metal and virtualized infrastructure. The platform distinguishes itself through a robust suite of operational capabiliti

TablePlus is a SQL database management GUI and professional administration tool designed for managing relational and NoSQL databases. It functions as a native SQL query client and relational data browser, providing a graphical interface for database administration, schema management, and data exploration. The project distinguishes itself through a staged-change commit system that buffers GUI-driven modifications locally for review before they are applied to the server. It also features a native-protocol connection layer for low-latency communication and secure connectivity via SSH tunneling.

This project is a PostgreSQL Kubernetes operator and database orchestrator designed to automate the deployment, scaling, and lifecycle management of high-availability database clusters. It functions as a controller that uses declarative manifests to provision and synchronize the state of database instances within a cluster. The system manages high availability through streaming replication and ensures constant availability during maintenance via rolling updates. It also serves as a backup and recovery manager, handling point-in-time recovery, logical backups, and cluster cloning using cloud s

This project is a Kubernetes operator designed for deploying and managing production PostgreSQL database clusters using declarative configurations. It functions as a controller that synchronizes the actual state of database clusters with a desired state, providing a system for high availability orchestration, automated backup and recovery, and containerized database administration. The operator distinguishes itself through a comprehensive data protection suite that supports point-in-time recovery, multi-mode backups to cloud object storage, and cluster cloning. It ensures continuous availabil

Soar is a suite of specialized tools designed for analyzing MySQL performance, advising on indexing, and optimizing SQL syntax. It functions as a performance analyzer, index advisor, and query optimizer to identify bottlenecks and suggest structural improvements for faster execution. The project distinguishes itself through a system for rewriting SQL statements into optimized equivalent versions using custom heuristic rules and patterns. It also features a dedicated index advisor that evaluates query patterns and database metadata to recommend the creation of new indexes. Its broader capabil

Pigsty is a full-stack orchestration suite for deploying, monitoring, and managing high-availability PostgreSQL clusters and their supporting infrastructure. It functions as a cluster management platform and high-availability suite that automates failover, manages virtual IPs, and ensures data consistency through distributed consensus. The project distinguishes itself by providing a comprehensive database infrastructure-as-code framework and a dedicated observability stack. It incorporates a backup and recovery manager supporting point-in-time recovery via S3-compatible object storage, alongs

Azure Data Studio is a cross-platform SQL database management IDE used for writing queries, managing schemas, and administering relational databases. It functions as a comprehensive environment for relational database management, providing a structured interface for executing SQL queries and browsing database objects. The platform is distinguished by its interactive data notebooks, which combine executable code cells, narrative text, and visualizations for data analysis. It also includes specialized tools for database migration, allowing users to assess and transfer schemas and data from on-p

Kanidm is a centralized identity management server designed to handle authentication, authorization, and directory services across distributed infrastructure. It provides a comprehensive framework for managing human and service accounts, utilizing a schema-driven database to store identity records, group memberships, and system attributes. The platform supports a wide range of authentication methods, including passkeys, passwords, and standard protocols like OAuth2, OIDC, LDAP, and RADIUS. The system distinguishes itself through a granular access control engine that enforces security policies

H2 is a JDBC-compliant relational database management system written in Java. It functions as an embeddable SQL database that can run directly within an application process to remove network latency, or as an in-memory database for high-performance volatile storage. It also includes a web-based console for executing SQL commands and administering schemas. The system is characterized by its flexible deployment modes, including a standalone server mode for remote TCP/IP access and a mixed mode for simultaneous local and remote connectivity. It features a dialect emulation layer and compatibilit

Kùzu is an embedded property graph database engine designed for high-performance analytical queries and local data management. It operates as a library within the host application process, utilizing a columnar-based storage architecture and just-in-time query compilation to execute complex graph traversals and pattern matching efficiently. By mapping database files directly into system memory, it ensures data durability and high-speed access while maintaining ACID-compliant transactional integrity. The engine distinguishes itself by integrating vector similarity search and full-text search di

Deepagents is an LLM agent orchestration platform and stateful application server designed for deploying and managing AI agents built with computational graphs. It provides a containerized runtime environment that handles agent execution, state persistence, and the versioning of AI assistants. The platform distinguishes itself through deep integration with the Model Context Protocol, allowing agents to function as servers that expose tools and capabilities to external clients. It features a sophisticated observability suite for capturing execution traces, performing LLM-based evaluations agai

MySQLTuner-perl is a diagnostic utility and Perl script designed for optimizing database configurations, auditing security, monitoring resources, and analyzing performance. It functions as a configuration optimizer and performance tuning tool that analyzes server variables to provide specific recommendations for increasing system stability and speed. The tool acts as a database auditor by evaluating security settings, SSL configurations, and schema integrity to identify vulnerabilities. It also serves as a resource monitor that forecasts capacity needs and calculates health scores based on di

CloudNativePG is a Kubernetes operator designed for the administration, lifecycle management, and high availability of PostgreSQL database clusters. It functions as a declarative orchestrator that manages database instances through custom resources and manifests. The project distinguishes itself by automating complex operational tasks, including primary election and failover management via streaming physical replication. It provides specialized tools for database version migrations, supporting both offline in-place upgrades and online migrations through logical replication. The operator cove

Cerebro is an administration tool for OpenSearch and Elasticsearch clusters, providing a web-based graphical interface to monitor health and manage performance. It serves as a central console for cluster administration, including the creation and organization of indices, aliases, and index templates. The project distinguishes itself through integrated directory authentication, utilizing LDAP services to manage user identities and access permissions. It also includes a dedicated REST client console for sending manual requests to clusters, featuring autocompletion and the ability to export requ

LazySQL is a terminal user interface database manager and SQL client. It functions as a query runner and connection manager for interacting with SQL databases from the command line. The project features a read-only connection mode that blocks mutation commands to prevent accidental data loss. It supports automated pre-connection tasks, including the execution of shell commands and the establishment of SSH tunnels, and allows for both global and project-specific configuration. The interface provides a tree-based schema browser for navigating tables, a dedicated SQL query editor with tabular r

Studio is a containerized SQL database management tool that provides a browser-based graphical interface for executing queries and managing data across various SQL databases. It consists of a specialized query editor and a graphical administration interface designed for web-based database administration. The project features a high-performance SQL query editor with auto-completion and function hints for running multiple database commands simultaneously. It includes a visual schema editor for creating and modifying table columns and a record editor that stages and previews changes before they

redis-rdb-tools is a collection of specialized utilities for parsing, analyzing, and converting binary Redis database dump files. It functions as a parser and converter that extracts keys and values from these snapshots to facilitate data recovery, migration, and analysis. The project distinguishes itself through capabilities for memory profiling and snapshot manipulation. It includes a memory analyzer that generates key-level consumption reports to identify storage inefficiencies and a manipulation utility capable of merging multiple dump files or splitting single snapshots into smaller part

Motor-admin is a no-code administrative platform designed to manage relational database records and build internal interfaces. It functions as a graphical management tool that automatically discovers database schemas to generate functional panels, allowing users to perform record operations and construct visual dashboards without manual coding. The platform distinguishes itself through its declarative configuration system, which serializes dashboard layouts and resource settings into portable data structures. This enables consistent synchronization of administrative environments across develo

go-admin is a framework for generating administrative interfaces and data visualization dashboards using the Go programming language. It functions as a low-code dashboard builder and a web-based interface for performing create, read, update, and delete operations across multiple SQL database dialects. The project features a deployment model that compiles backend logic and frontend assets into a single executable binary for simplified distribution. It includes a role-based access control system to manage user permissions and restrict administrative functions based on assigned roles. The frame

Falcon is a cross-platform SQL client and database manager that provides a unified interface for executing queries across multiple database systems. It functions as a desktop application for Windows and Mac, allowing users to manage data across diverse database environments through a single query editor. The tool operates as a cloud-synced data studio, bridging the gap between local database results and remote cloud storage. This enables the transfer of processed query data to a cloud environment for persistent storage and collaborative analysis. Beyond query execution, the application inclu

SQL Studio is a web-based database management platform designed to provide a unified interface for interacting with multiple relational database engines and structured file formats. It functions as a comprehensive client that enables users to browse database records, inspect schema metadata, and execute custom queries through a centralized dashboard. The platform distinguishes itself by offering both remote database connectivity and serverless, in-browser analysis of flat files such as Parquet and CSV. It incorporates an intelligent code-aware editor that supports syntax highlighting and cont

Sqlit is a terminal-based SQL client and database explorer designed for executing queries and managing database connections. It functions as a command line interface that provides syntax highlighting, command history, and a terminal user interface for rendering results. The tool features a discovery engine that scans local Docker sockets to automatically identify and resolve connection details for active database containers. It handles secure access through encrypted SSH tunnels and integrates with external secrets managers to retrieve credentials. The project includes capabilities for data

This project is a software development kit and cluster management tool for PHP. It serves as a full-text search SDK and vector search interface, enabling applications to perform lexical, fuzzy, and semantic searches against indexed data. The library implements a PSR 7 HTTP client to ensure cross-environment compatibility through standardized messaging interfaces. It provides a specialized interface for retrieving embeddings and performing semantic retrieval workflows using vector data. Its capability surface covers a wide range of administrative and operational tasks, including search index

This project is a Docker volume backup tool and data lifecycle manager that archives volume data to local storage, SSH, or cloud providers. It operates as a containerized backup orchestrator and companion container that coordinates volume snapshots and manages the restoration of data for disaster recovery. The tool distinguishes itself through integrated security and consistency controls, utilizing GPG or age encryption to secure archives before remote transmission. It ensures data integrity by managing container states, such as stopping services or running database dump utilities via lifecyc

RavenDB is a multi-model NoSQL document database designed for high-performance, ACID-compliant data storage. It persists structured information as schema-flexible JSON documents and utilizes a unit-of-work session pattern to track entity changes and batch modifications into atomic transactions. The platform is built on a distributed architecture that supports horizontal scaling through sharding and ensures high availability via multi-node, master-to-master cluster replication. The database distinguishes itself through a self-optimizing query engine that automatically creates and maintains ind

This project provides a collection of command-line administrative utilities designed for managing MongoDB database instances. It serves as the primary interface for performing database backups, restoring binary snapshots, and executing data migration tasks between database instances and external systems. The tools facilitate the movement of information by importing and exporting collections across various formats, including JSON, CSV, TSV, and binary files. Beyond migration, the suite includes specialized utilities for inspecting binary data files in a human-readable format and managing large

The etcd-operator is a custom resource controller designed to automate the deployment, scaling, backup, and recovery of distributed key-value storage clusters on container orchestration platforms. By extending container orchestration APIs with custom resource definitions, the system manages multi-node database instances through declarative configuration files and a continuous controller reconciliation loop that drives cluster provisioning, scaling, and maintenance. The operator provides automated cluster member recovery, detecting unresponsive nodes and executing membership replacements to pr