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.

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.

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

Specsmith CLI: Turn vague ideas into actionable specs with AI. Works with Jira, GitHub and coding agents.

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

AI-assisted PR automation engine: runs in CI, Docker, or locally to analyze pull requests and post actionable reviews. Provider-agnostic and extensible.