MCP Ecosystem

Key Capabilities

• 8 MCP servers: Project Registry, Enhanced Context, JIRA (26 tools), Confluence (33 tools), StoryCrafter, Learning, PR-Agent (11 tools), Video
• 100+ tools accessible to any MCP-compatible AI agent (Claude, Goose, etc.)
• Centralized authentication and credential management through Project Registry
• 38 specialized VISHKAR agent profiles across 32 technical and 6 domain roles
• 23-step SDLC guidance embedded in the protocol with quality gates at every stage
• StoryCrafter: AI generates 5-10 epics in 30s, 5-15 stories per epic in 20s

Overview

A production ecosystem of 8 Model Context Protocol servers providing 100+ tools for AI-assisted software development. These servers let AI agents interact with JIRA, Confluence, code reviews, and development workflows through a standardized protocol.

By the Numbers

Tech Stack

Links