OrangeproAI: CLI and MCP server for AI behavior

Local-first CLI and MCP server for behavior mapping, grounded test generation, and dynamic proof of AI.

OrangeproAI: CLI and MCP Server for AI Behavior

OrangeproAI provides a local-first Command Line Interface (CLI) and Master Control Program (MCP) server designed for developers working with AI behavior. This tool facilitates behavior mapping, grounded test generation, and dynamic proof of AI systems directly within your development environment. By offering a local-first approach, OrangeproAI ensures data privacy and allows for rapid iteration without relying on external cloud services.

What OrangeproAI Does

OrangeproAI enables developers to define, test, and verify AI behaviors locally. Its core functionality revolves around behavior mapping, allowing you to visually or programmatically represent the intended actions and responses of your AI agents. The tool then leverages this mapping to generate grounded tests, ensuring that your AI behaves as expected in various scenarios. Furthermore, it supports dynamic proof generation, providing a verifiable record of your AI's performance and adherence to specified behaviors.

Key Features

Local-First CLI: Interact with and manage AI behaviors directly from your terminal, ensuring data privacy and offline development capabilities.
MCP Server: A robust Master Control Program server that orchestrates AI agent interactions and behavior verification.
Behavior Mapping: Tools and interfaces for defining and visualizing AI agent behaviors.
Grounded Test Generation: Automatically create relevant test cases based on defined behaviors to ensure accuracy and reliability.
Dynamic Proof of AI: Generate verifiable evidence of AI performance and compliance with specified behavioral parameters.
Source: Available on GitHub for transparent development and community contribution.

Who OrangeproAI is For

OrangeproAI is specifically built for AI developers , researchers , and engineers who require fine-grained control and local verification of their AI systems. It is ideal for projects involving complex AI agent interactions, autonomous systems, and scenarios where rigorous testing and verifiable proof of behavior are critical. If you are building AI applications that demand deterministic and predictable outcomes, or if you prioritize local development workflows, OrangeproAI offers a powerful solution.