platform-devs

MCP (Model Context Protocol) servers for the dataforalltech platform infrastructure.

This repository contains 11 operational MCP servers that provide tools for AI agents to interact with platform services, CI/CD systems, governance, and infrastructure management.

Purpose

The platform-devs repository is dedicated to hosting all MCP servers that support the dataforalltech platform ecosystem. These servers are complementary to the platform-service-template (which remains a reference/scaffold for building Core Services following the Trinity Pattern).

Architecture

Each MCP server follows the Trinity Pattern:

• MCP Server: Stdio-based protocol handler for Claude and other AI agents
• REST API: Service interfaces for AI tool execution
• Configuration: Environment-based settings management

Included Servers

1. agent-twin-mcp-server — User/tenant context management and authentication
2. ai-governance-mcp-server — Governance policies, validation, and ecosystem management
3. config-mcp-server — Centralized configuration and credential management
4. deploy-mcp-server — GitHub operations (commits, PRs, workflows, ACR image building)
5. docs-mcp-server — Documentation validation, audit, and generation
6. infra-mcp-server — Infrastructure and ADR management
7. pipeline-mcp-server — CI/CD pipeline orchestration
8. qa-mcp-server — Testing, linting, type checking, accessibility validation
9. services-mcp-server — Service registry and health monitoring
10. session-mcp-server — Session tracking and task management
11. test-mcp-server — Test planning and execution tools

Development

Installation

pip install -e .

Running Tests

All 11 servers:

pytest

Individual server:

pytest <server-name>/tests/

CI/CD

The .github/workflows/ directory contains:

• ci.yml — Lint and test all servers on every PR
• ai-governance-mcp-ci.yml — Governance-specific CI pipeline
• ai-governance-mcp-release.yml — Automated release management for ai-governance server

Related Resources

• platform-service-template — Scaffold and guidelines for new Core Services (Trinity Pattern)
• AGENTS.md — Universal governance policies for the dataforalltech platform
• docs/architecture/trinity-pattern.md — Architecture guidelines for MCP servers

License

Proprietary — dataforalltech