kongruity leverages LLMs and cohesion scoring to transform unstructured creative-engineering process artifacts into actionable workflow plans.

JIRA plugin for Mattermost 🔌

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

Web extension for debugging your API

Canny MCP Server for Canny API integration with AI Assistants. Features Jira linking, batch operations, ETA management, company MRR tracking, and PM-focused workflows.

Python tool that analyzes Slack conversations with AWS Bedrock AI to generate detailed RCA reports and actionable learnings for Dev and QA teams, with JIRA integration and intelligent summarization.

MCP server for connecting AI assistants to your own Jira instance

This repository demonstrates a proof of concept (POC) for integrating Jira with GitHub Actions. The primary goal is to automate the creation of Jira bug tickets when specific conditions are met in GitHub, such as the addition of a bug label to an issue.

The Agile Test Automation Framework (ATAF) is a test automation framework specifically developed for agile projects. It provides a simple and extensible way to create and manage automated tests with Cucumber in Jira.

AI-powered code review tool for GitHub repositories using Azure OpenAI. Features automatic Jira ticket updates, PR comment posting, and Teams notifications with clean architecture design.

Jira task → Claude Code → GitHub PR → auto-merge. AI-powered dev pipeline that writes code, tests, and opens PRs automatically. Planning mode breaks features into epics and tasks.

AI backlog management platform that converts product context into INVEST-ready, prioritized Jira user stories with market research and cross-platform apps.

Digital Twin of Organization (DTO) visualizing Jira/Linear data as dynamic 3D environments in UE5 using Marble AI & Gemini 3 Flash.

A collection of modular, professional-grade GitHub Actions designed to provide deep visibility and consistent quality across all your repositories.

🔍 Analyze Slack conversations effortlessly with BugLens, generating root cause analyses and QA insights using AWS Bedrock AI models.

Enterprise-grade Model Context Protocol servers for Claude AI - GitHub, Jira, Frappe ERP, file operations, bash execution, web access, and caching with production-ready CI/CD workflows

Enterprise-grade Semantic Kernel application with multi-agent orchestration, advanced intelligence analysis, and deep integrations with GitHub and Jira for intelligent development workflow management.

QA Hub: A BDD (Behave) execution dashboard that converts JUnit XML reports into a structured SQLite history with a React interface for failure and stability analysis

A Thunderbird addon that integrates Jira directly into the email client. Supports Jira Cloud (atlassian.net) and Jira Server / Data Center (self-hosted).

QA Hub Framework Example: The definitive reference implementation for building scalable, maintainable, and high-performance test suites. Demonstrates best practices in layered architecture, multi-browser support, and CI/CD integration using Python