ForgeGraph Sentinel — Autonomous Rovo Incident & PR Context Agent + Atlassian MCP Server

Codegeist 2026: Build with context. Ship with confidence. ($120,000 Prize Pool — Main Track + All 4 Cash Bonus Categories: Best Rovo Agents, Best Atlassian MCP App, Best Teamwork Graph App, Best Marketplace App + 300 FCFS Participation Prize)

1. Overview & Problem Statement

When a Sev-1 or Sev-2 incident fires in Jira, engineering teams lose an average of 43+ minutes context-switching across fragmented tools:

1. Checking Compass service catalogs to discover which upstream or downstream microservices are in the blast radius.
2. Auditing dozens of recently merged Bitbucket Pull Requests across transitive service dependencies to locate the offending commit.
3. Searching Confluence spaces for the right SRE remediation runbook and drafting post-mortem timelines under SLA pressure.

ForgeGraph Sentinel eliminates this context gap by combining an autonomous Atlassian Rovo Agent (rovo:agent), an Atlassian Teamwork Graph Connector (graph:connector), native Jira & Compass UI Panels (jira:issuePanel, compass:componentPage), and a Forge Remote Model Context Protocol (MCP) JSON-RPC 2.0 Server (sentinel-mcp-remote).

2. Alignment with Codegeist 2026 Main Track & All 4 Bonus Categories

3. Repository Structure

codegeist-2026-atlassian/
├── manifest.yml                    # Atlassian Forge manifest (rovo:agent, jira:issuePanel, compass:componentPage, graph:connector, MCP remote)
├── index.html                      # Interactive Jira / Rovo / Teamwork Graph Visual Simulator & MCP Playground (GitHub Pages ready)
├── src/
│   ├── __init__.py
│   └── forge_mcp_server.py         # Python Teamwork Graph Engine, PR Regression Correlator, Rovo Planner & MCP JSON-RPC 2.0 Server
├── tests/
│   └── test_forge_sentinel.py      # 8 comprehensive unit tests (100% pass rate)
├── scripts/
│   └── generate_demo_video.py      # Generates 1080p assets/architecture.png & assets/codegeist_demo.mp4
├── assets/
│   ├── architecture.png            # 1080p System Architecture Diagram
│   └── codegeist_demo.mp4          # 1080p H.264 Demo Video
├── DEVPOST_SUBMISSION.md           # Copy-paste ready Devpost submission package
└── README.md

4. Quickstart & Verification

Run the Enterprise Benchmark Suite

python3 src/forge_mcp_server.py --demo

Execute a Raw MCP JSON-RPC 2.0 Request

python3 src/forge_mcp_server.py --mcp-request '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"diagnose_incident_rca","arguments":{"issueKey":"INC-4092"}}}'

Run the Unit Test Suite

python3 -m unittest discover -s tests -v

Regenerate 1080p Architecture Diagram & MP4 Demo Video

python3 scripts/generate_demo_video.py

5. Verified Benchmark Results

Built With

• html
• python