Agentical – Private AI Agents with Local and Encrypted P2P Compute

Summary: Agentical enables running open-source AI models locally on GPUs or edge devices with one-click setup, ensuring prompts, responses, and retrieval-augmented generation (RAG) data never leave user control. It supports encrypted peer-to-peer (P2P) workflows for multi-device collaboration and compute sharing without central servers.

What it does

Agentical runs state-of-the-art AI models locally and uses encrypted P2P connections to enable GPU sharing and multi-agent workflows across machines and users. Access control is managed via allowlists to restrict usage.

Who it's for

It is designed for users who require private, user-owned AI with minimal setup and need collaborative or distributed compute without exposing data to third-party servers.

Why it matters

Agentical solves the tradeoff between convenience and privacy by providing cloud-like ease of use while keeping all data and compute fully under user control.