openocta by openocta

openocta

AI#AI Agent #Go #Automation #LLM#WebSocket

2,508

// summary

OpenOcta is a fully self-developed enterprise-grade AI Agent runtime and control plane that uses a single Go binary to encapsulate the backend and embedded frontend. The project supports intelligent conversation, process automation, and deep integration with business systems, APIs, and toolchains. Users can quickly deploy and connect to internal business systems via CLI, HTTP, or WebSocket.

// technical analysis

OpenOcta is an open-source AI Agent runtime and control plane designed for enterprise environments, utilizing a single Go binary architecture that highly integrates backend services with the frontend interface. The project aims to address the complexity of internal intelligent dialogue, process automation, and business system integration within enterprises by providing a unified Gateway, Agent management, Cron task scheduling, and toolchain support, thereby simplifying deployment and maintenance processes. Its core technical decision lies in using go:embed to embed frontend static resources into the binary file, achieving the convenience of 'deploy anywhere,' while ensuring high scalability and flexibility in enterprise-level applications through support for MCP tools and custom skills.

// key highlights

Adopts single binary file distribution with built-in frontend resources and configuration templates, greatly simplifying deployment and maintenance in production environments.

Provides a unified AI Agent control plane, supporting seamless integration with external business systems via various protocols such as HTTP, WebSocket, and Webhook.

Features a comprehensive built-in toolchain and skill system, supporting the integration of MCP tools and custom business logic to meet complex enterprise automation orchestration needs.

Equipped with built-in Cron task scheduling and request tracing capabilities, effectively managing scheduled tasks and monitoring AI call chains and Token usage.

Supports direct Agent interaction and debugging via CLI tools, providing developers with a flexible command-line operation experience.

The frontend is built with Lit + Vite, supporting hot updates in development mode, while requiring no additional Node.js environment in production.

// use cases

Enterprise-grade intelligent conversation and task orchestration

Automated integration of business systems, APIs, and toolchains

Unified management of MCP tools and custom skills

// getting started

Developers can build the project by executing make build or use the provided scripts to generate the binary file. After startup, access the local 18900 port to enter the Control UI for management, or use the ./openocta agent command for quick interaction via CLI. The first run will automatically generate a configuration file, which users can customize in the ~/.openocta/ directory according to their needs.