Automation & Agents

OpenMuse is an application that functions as a personal agent. It is developed using CopilotKit and AG-UI. This application integrates a continuous Chromium browser, an optional Linux terminal, and file management into a unified self-hosted platform. Users can delegate open-ended tasks, and the agent can browse web pages, execute commands, handle PDF files, and manage email and calendar through Google OAuth. The application is compatible with iOS, Android, and web platforms, utilizing React Native. It provides real-time updates on task progress and supports features like pause, resume, cancel, and human review steps. OpenMuse is licensed under the MIT license, can be self-hosted, and serves as a starting template for developers working with CopilotKit infrastructure.

MemoryRouter provides users with a unified, persistent memory layer that is compatible with AI tools such as ChatGPT, Claude, Codex, and OpenClaw. With MemoryRouter, users can move their ChatGPT memories to other AI platforms without needing to repeatedly explain their background, preferences, or project context. The service connects through an MCP server endpoint, enabling any compatible AI client to access the same shared memory space for reading and writing. MemoryRouter also caters to team and enterprise use, facilitating the sharing of company-wide context across the AI workflows of an entire organization.

ToneBird is an AI-driven assistant that helps you compose context-aware replies in Gmail, Slack, WhatsApp, and other messaging apps. It operates seamlessly without needing you to switch between windows. By leveraging past conversations, linked documents, and saved preferences, ToneBird tailors its responses to match your communication style and incorporates pertinent details. Users can select from various suggested replies, modify the tone, and insert the final text directly into the ongoing conversation. Additionally, ToneBird keeps track of follow-up tasks and can generate calendar events based on scheduling discussions.

AgentID offers AI agents a unique email identity, enabling them to log into applications autonomously without needing to share a user's login credentials. The system utilizes standard OpenID Connect, ensuring compatibility with prevalent authentication platforms such as Clerk, Auth0, Supabase, Better Auth, and Auth.js. Authentication is managed through one-time signatures, preventing the provision of reusable passwords or keys to applications. Developers can seamlessly integrate AgentID via a CLI tool, and access can be immediately revoked to prevent agents from logging in.

AgentCloak is a platform designed to protect data privacy. It masks sensitive personal information, such as PII, PHI, and PCI data, before it is transmitted to AI chatbots, corporate applications, and international systems. The platform uses synthetic data that preserves context and a Secure Digital Twin Vault to tokenize, hash, and obscure this information at each interaction point. AgentCloak can be integrated with tools like ChatGPT, Claude, Gemini, Salesforce, and MCP proxies. This allows it to redact and reinsert data only for authorized users. The accompanying InCountry Sovereign Data service ensures that customer data is stored within specific countries, facilitating the deployment of global AI and applications.

Reflexio is a platform for behavioral learning that transforms AI agents into systems capable of self-improvement. It does this by learning from actual user interactions and deriving practical lessons. The platform records corrections, unsuccessful strategies, and successful outcomes, transforming them into understandable behavioral rules. These rules are then applied by agents in future interactions without the need for retraining. Each learned behavior is compared against a control response and can be audited and reversed if it proves ineffective. Reflexio can be integrated with existing agents based on large language models using a lightweight SDK, Python, REST, or CLI. It supports various deployment models, including fully managed, bring-your-own-key, bring-your-own-database, and fully self-hosted options.