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Universal Infinite Loop MCP Server

Provides an MCP server for universal goal-agnostic orchestration with wave-based generation and specification-driven control.

Installation
Add the following to your MCP client configuration file.

Configuration

View docs
{
  "mcpServers": {
    "gptprojectmanager-universal-infinite-loop-mcp-server": {
      "command": "node",
      "args": [
        "/path/to/infinite-loop-mcp-server/dist/server.js"
      ]
    }
  }
}

You run a universal MCP server that orchestrates multiple agents across goals and domains using a specification-driven approach. It enables coordinated, wave-based generation and intelligent context management so you can automate UI components, documentation, data analysis, content creation, and more with controlled progressions and quality checks.

How to use

You integrate an MCP client with the server to start parallel, goal-agnostic generation tasks. Create a clear Universal Specification that defines the domain, output requirements, and innovation goals. Submit this specification to the MCP server to begin wave-based generation, assign distinct innovation dimensions to each agent, monitor context usage, and observe real-time validation and quality scoring. You can run in single, batch, or infinite modes to generate components, docs, code, or analyses, with graceful handling of errors and agent reassignment when needed.

To manage ongoing work, you’ll set up wave plans, coordinate agent assignments, and monitor context capacity. The system enforces uniqueness to avoid duplicate concepts across parallel streams and scales progressively from basic implementations to revolutionary approaches as waves advance.

How to install

Prerequisites: Node.js and npm must be installed on your machine.

Clone the MCP server repository, install dependencies, build, and run in development mode.

# Clone and install
git clone <repository-url>
cd infinite-loop-mcp-server
npm install

# Build
npm run build

# Run in development
npm run dev

Configure your MCP client to connect to the server using the provided MCP configuration example. This registers a server named infinite-loop that runs the server locally via Node.

{
  "mcpServers": {
    "infinite-loop": {
      "command": "node",
      "args": ["/path/to/infinite-loop-mcp-server/dist/server.js"]
    }
  }
}

Other important notes

The server supports multiple tools for orchestration, wave planning, context monitoring, and specification validation. It emphasizes progressive sophistication and robust quality assurance to ensure meaningful and non-duplicative outputs across all agents and waves.

Available tools

infinite_orchestrate

Main orchestration tool for goal-agnostic parallel generation that coordinates wave-based tasks and ensures unique, high-quality outputs.

wave_plan

Plan generation waves with agent assignment and sophistication tracking.

agent_coordinate

Coordinate parallel agent execution with uniqueness and context monitoring across waves.

context_monitor

Monitor context capacity, manage graceful shutdown, and optimize resource usage.

spec_validate

Validate and augment specifications with intelligent defaults to ensure robust outputs.