AI Workflow Orchestration Server

Centralized MCP service for managing transitions between distinct AI operational cycles (sessions) and maintaining accountability for subsequent actions.

Foundational Principles

• Sequence of Action (NextStep) → Active Processing Cycle (WorkingSession) → Transition Record (Handoff) → New Sequence of Action chains
• Organization centered around distinct initiatives (Projects)
• Tiers of criticality reflecting prospective business utility:
• core-critical: Essential for functional deployment/operation.
• full-required: Necessary to realize the full intended scope.
• enhancement: Optional refinements or performance boosts.

Accessible Utilities

• enumerate_schemas - Display predefined blueprints for actions, cycles, and transitions.
• initiate_initiative - Establish a fresh tracking entity for AI session transitions.
• retire_initiative - Permanently erase an initiative and all associated tracking records.
• log_follow_up_item - Document the next required task within an initiative.
• commence_processing_cycle - Designate a follow-up item for active development/review.
• finalize_cycle_and_transfer - Conclude an active cycle, detailing outcomes and transferring accountability.
• fetch_open_tasks_by_urgency - Retrieve pending actions, sorted by their assigned criticality level.
• retrieve_action_log - Obtain the comprehensive audit trail for a specific follow-up action, including session and transfer data.

Deployment Instructions

bash npm install npm run build

Configuration Parameters

Integrate this service into your primary MCP configuration block:

{ "mcpServers": { "ai-workflow-orchestrator": { "command": "/opt/homebrew/bin/node", "args": ["/path/to/ai-workflow-orchestrator/build/index.js"], "alwaysAllow": [] } } }

Internal Architecture Map

ai-workflow-orchestrator/ ├── src/ │ ├── server.ts # Primary service logic │ ├── models.ts # Entity structure definitions │ ├── schema.d.ts # TypeScript interfaces │ └── exceptions.ts # Error encapsulation ├── package.json
└── README.md

Development Lifecycle

bash

Setup prerequisites

npm install

Initiate live coding environment

npm run dev

Create production artifact

npm run build

Execution Specifics

• Exception management centralized via the WorkflowException abstraction.
• Rigorous schema validation applied across all structured entities.
• Maintenance of consistent internal data states.
• Robust, error-checked data persistence layer integration.
• Adherence to strict type safety mirroring established system patterns.

Safeguards

Should a security flaw be identified, please report it via a new issue tagged 'security'. We prioritize prompt review and remediation of all reported vulnerabilities.

Collaboration Guidelines

We welcome external contributions. Please feel free to submit a formal Request for Pull (PR).

Licensing

This software is distributed under the terms of the Apache License, Version 2.0 (refer to the [LICENSE] file for full specifics).