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DamilolaAdegunwa

adk-mcp-gitops-release-agent

by DamilolaAdegunwa
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Python
Remote

MCP GitOps Continuous Release Orchestrator

CI Pipeline

Google ADK Master Curriculum — Track 3: MCP (Model Context Protocol) & Tool Ecosystems (Application 13 of 40)

Architectural Overview

ADK MCP agent integrating GitHub, GitLab, and Jira MCP servers for automated semantic release notes, PR tagging, and changelog verification.

Google ADK Primitives Featured

  • Agent

  • mcp_tool

Related MCP server: mcp-commits

System Architecture

graph TD
    User["Client / Event Stream"] --> Gateway["ADK Runtime / FastApi Server"]
    Gateway --> Agent["adk-mcp-gitops-release-agent (Root Agent)"]
    Agent --> Tools["Specialized Domain Tools"]
    Tools --> External["External Systems / Google Cloud APIs"]

Project Structure

.
├── agent.py              # Google ADK agent definition
├── config.py             # Environment & model configurations
├── tools/                # Specialized domain tools
├── tests/                # Automated pytest suite
├── main.py               # Application entrypoint
├── Dockerfile            # Container deployment
└── .github/workflows/    # Automated CI verification

Running Locally

# 1. Install dependencies
pip install -r requirements.txt

# 2. Configure credentials
export GOOGLE_API_KEY="your-gemini-api-key"

# 3. Run application
python main.py

Running Tests

pytest tests/

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

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ResponsivenessNo issues

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