mana-ciel is an open-source enterprise multi-agent framework designed to orchestrate and deploy LLM-based agents in a model-agnostic and deployment-agnostic manner. It enables developers to build, manage, and scale complex agent systems for enterprise use cases. The framework is suitable for teams building advanced AI agent solutions.
mana-ciel sits in PulseGate's Autonomous agents & workflows category. It focuses on coordinating and deploying multiple LLM-based agents in enterprise environments without being tied to a specific model or deployment method. mana-ciel is an open-source project aimed at enterprise AI developers. The project is open source (AGPL-3.0-or-later). mana-ciel is available on the command line, and it can be self-hosted.
Behind mana-ciel is Ander Labs, and the product first shipped in 2026. Among its 5 catalogued features are agent orchestration, model agnostic, and multi-agent support.
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