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πŸ€– AI Orchestrator

Advanced AI orchestration engine β€” multi-advisor councils, structured debates, creative brainstorming, and multi-criteria evaluation. Works as an MCP (Model Context Protocol) server with any compatible AI tool.

Supports: OpenCode, Claude Code, Cursor, Windsurf, Continue, Cline, Copilot, and any MCP-compatible client.


✨ Features

5 Orchestration Strategies

Strategy

Description

Use Case

Council πŸ›οΈ

Multi-advisor decision review with anonymous peer evaluation (Karpathy method)

Critical decisions, risk assessment

Debate βš”οΈ

Structured pro/con debate with judge verdict

Go/no-go decisions, tradeoff analysis

Brainstorm πŸ’‘

Creative idea generation with scoring and clustering

Feature discovery, product innovation

Evaluate πŸ“Š

Multi-criteria option scoring with weighted analysis

Vendor selection, tech choices

Spec Review πŸ”

Specialist review from multiple angles (security, UX, DevOps, etc.)

Pre-implementation plan review

15+ Advisor Personas

Persona

Stance

Specialty

Language

Skeptic (Muhalif)

Critical

Risk detection, failure modes

EN / TR

First Principles (Δ°lk Δ°lkeler)

Analytical

Assumption deconstruction

EN / TR

Expansionist (Genişlemeci)

Creative

Opportunity discovery

EN / TR

Outsider (YabancΔ±)

Neutral

Jargon-free fresh eyes

EN / TR

Executor (Δ°cracΔ±)

Practical

Implementation, first steps

EN / TR

Visionary

Creative

Future opportunities

Pragmatist

Practical

Feasibility, resource constraints

Security Auditor

Critical

Attack surfaces, data exposure

UX Advocate

Critical

User journey, accessibility

Business Analyst

Analytical

ROI, market positioning

DevOps Engineer

Practical

Deployability, scaling

Ethicist

Analytical

Fairness, societal impact

Architect

Analytical

System design, patterns

Tester

Critical

Edge cases, testability

Growth Hacker

Creative

Metrics, viral loops

Turkish advisors (Muhalif, İlk İlkeler, Genişlemeci, Yabancı, İcracı) are available for Turkish-language decisions. The rest respond in English by default but support any language the question is asked in.

Pre-built Councils

Council

Advisors

Language

Use Case

Executive Board

Skeptic, Visionary, Pragmatist, Security, Business, UX

EN

General business decisions

AkΔ±l Kurulu

Muhalif, İlk İlkeler, Genişlemeci, Yabancı, İcracı

TR

Turkish-language decisions

Tech Review

Architect, Security, DevOps, Tester

EN

Architecture/stability review

Ethics Board

Ethicist, UX, Skeptic, Business

EN

Ethical impact assessment

Quick Check

Skeptic, Pragmatist, Visionary

EN

Fast 3-advisor decision

Multi-Provider Support

Provider

Setup

OpenAI

OPENAI_API_KEY

Anthropic (Claude)

ANTHROPIC_API_KEY

OpenRouter

OPENROUTER_API_KEY

Ollama (local)

No key needed β€” just run ollama serve

Groq

GROQ_API_KEY

Google (Gemini)

GOOGLE_API_KEY

DeepSeek

DEEPSEEK_API_KEY


Related MCP server: Councly MCP Server

πŸš€ Quick Start

Prerequisites

  • Node.js 18+

  • At least one LLM provider API key (or Ollama running locally)

Install & Configure

# Clone
git clone https://github.com/YOUR_USER/ai-orchestrator.git
cd ai-orchestrator

# Install
npm install
npm run build

# Configure at least one provider
export OPENAI_API_KEY="sk-..."
# OR
export ANTHROPIC_API_KEY="sk-ant-..."
# OR run Ollama locally: ollama serve

Add to Your AI Tool

OpenCode

// opencode.json
{
  "mcpServers": {
    "ai-orchestrator": {
      "command": "node",
      "args": ["/path/to/ai-orchestrator/dist/index.js"],
      "env": {
        "OPENAI_API_KEY": "${OPENAI_API_KEY}"
      }
    }
  }
}

Claude Code

// .claude/mcp.json
{
  "mcpServers": {
    "ai-orchestrator": {
      "command": "node",
      "args": ["/path/to/ai-orchestrator/dist/index.js"],
      "env": {
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      }
    }
  }
}

Cursor / Windsurf

Add to Cursor MCP settings or .cursor/mcp.json:

{
  "mcpServers": {
    "ai-orchestrator": {
      "command": "node",
      "args": ["/absolute/path/to/ai-orchestrator/dist/index.js"]
    }
  }
}

πŸ“– Usage

Once configured, call any tool from your AI assistant:

Council (Decision Review)

Use the orchestrate tool to review: "Should we rewrite our Bootstrap themes to Tailwind?"

Strategy: council
Council: executive_board

Returns: 6 independent advisor opinions β†’ anonymous peer review β†’ chairman synthesis with recommendations.

Debate (Pro/Con Analysis)

Orchestrate a debate on: "Should we adopt microservices?"

Strategy: debate
Rounds: 3

Brainstorm (Idea Generation)

Brainstorm ideas for: "How to improve developer onboarding?"

Strategy: brainstorm

Evaluate (Option Scoring)

Evaluate these database options: PostgreSQL, MongoDB, Supabase
Criteria: Performance (0.4), Ease of Use (0.3), Cost (0.3)

Strategy: evaluate

Spec Review (Plan Audit)

Review this architecture spec from security, performance, and UX perspectives.

Strategy: spec-review

πŸ”§ Architecture

src/
β”œβ”€β”€ index.ts          # MCP Server entry point (4 tools exposed)
β”œβ”€β”€ types.ts          # TypeScript type definitions
β”œβ”€β”€ personas.ts       # 15+ advisor personas + 5 council presets
β”œβ”€β”€ providers.ts      # LLM provider layer (7 providers)
└── strategies/
    β”œβ”€β”€ council.ts    # Karpathy 3-stage multi-advisor council
    β”œβ”€β”€ debate.ts     # Structured pro/con debate with judge
    β”œβ”€β”€ brainstorm.ts # Creative brainstorming with clustering
    └── evaluate.ts   # Multi-criteria evaluation + spec review

Council Flow (Karpathy Method)

                    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                    β”‚  Question   β”‚
                    β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”˜
            β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
      β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”
      β”‚ Advisor A β”‚ β”‚ Advisor B β”‚ β”‚ Advisor N β”‚  ← Parallel (isolated)
      β”‚ (Skeptic) β”‚ β”‚(Visionary)β”‚ β”‚  (...)    β”‚
      β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜
            β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                     β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”
                     β”‚ Anonymize β”‚              ← Anonymous review
                     β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜
            β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
      β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”
      β”‚ Peer Rev Aβ”‚ β”‚ Peer Rev Bβ”‚ β”‚ Peer Rev Nβ”‚
      β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜
            β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                     β”Œβ”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”
                     β”‚ Chairman  β”‚              ← Synthesis
                     β”‚ Verdict   β”‚
                     β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

🌐 Multi-Language Support

The system is English-first but fully multi-language:

  • Executive Board, Tech Review, Ethics Board, Quick Check β†’ English by default

  • AkΔ±l Kurulu β†’ Turkish advisors for Turkish-language decisions

  • You can ask questions in any language β€” the system matches the input language

  • Advisors defined in Turkish (Muhalif, Δ°lk Δ°lkeler, etc.) will respond in Turkish when used

  • The simulation mode (no API keys) also supports any language the calling AI understands


πŸ› οΈ Development

npm install        # Install dependencies
npm run build      # Compile TypeScript
npm run dev        # Watch mode
npm start          # Run server directly

πŸ“„ License

MIT β€” see LICENSE


πŸ™ Credits


Made for AI-powered decision making. Ship with confidence.

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

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