Your agents are running around blind. They can't see your Slack, your Notion, or what your team decided this morning. And you're paying for every wrong turn. Introducing Merge’s Universal Context Layer: your company's knowledge and skills, turned into one brain that works with any AI tool or agent. Right now your AI starts from scratch every query. It burns tokens and brings back the wrong answer. Merge Universal Context Layer lays down one shared trail through everything your company knows. Every agent works from the exact same company knowledge. It connects to your Slack, Granola, and Notion in one click, and automatically adds relevant information into your company brain and shares it across any AI assistants your team uses. It keeps working after you log off at night. By the morning it has suggestions waiting for your approval. With Merge, your team can switch to any AI assistant they want without losing ANY context.

Your agents are running around blind. They can't see your Slack, your Notion, or what your team decided this morning. And you're paying for every wrong turn. Introducing Merge’s Universal Context Layer: your company's knowledge and skills, turned into one brain that works with any AI tool or agent. Right now your AI starts from scratch every query. It burns tokens and brings back the wrong answer. Merge Universal Context Layer lays down one shared trail through everything your company knows. Every agent works from the exact same company knowledge. It connects to your Slack, Granola, and Notion in one click, and automatically adds relevant information into your company brain and shares it across any AI assistants your team uses. It keeps working after you log off at night. By the morning it has suggestions waiting for your approval. With Merge, your team can switch to any AI assistant they want without losing ANY context.

Your agents are running around blind. They can't see your Slack, your Notion, or what your team decided this morning. And you're paying for every wrong turn. Introducing Merge’s Universal Context Layer: your company's knowledge and skills, turned into one brain that works with any AI tool or agent. Right now your AI starts from scratch every query. It burns tokens and brings back the wrong answer. Merge Universal Context Layer lays down one shared trail through everything your company knows. Every agent works from the exact same company knowledge. It connects to your Slack, Granola, and Notion in one click, and automatically adds relevant information into your company brain and shares it across any AI assistants your team uses. It keeps working after you log off at night. By the morning it has suggestions waiting for your approval. With Merge, your team can switch to any AI assistant they want without losing ANY context.

Your agents are running around blind. They can't see your Slack, your Notion, or what your team decided this morning. And you're paying for every wrong turn. Introducing Merge’s Universal Context Layer: your company's knowledge and skills, turned into one brain that works with any AI tool or agent. Right now your AI starts from scratch every query. It burns tokens and brings back the wrong answer. Merge Universal Context Layer lays down one shared trail through everything your company knows. Every agent works from the exact same company knowledge. It connects to your Slack, Granola, and Notion in one click, and automatically adds relevant information into your company brain and shares it across any AI assistants your team uses. It keeps working after you log off at night. By the morning it has suggestions waiting for your approval. With Merge, your team can switch to any AI assistant they want without losing ANY context.

We're heading to London for PendomoniumX (@pendoio) this Thursday, November 5, at The Mermaid. Stop by our booth to win a Mac Mini, grab a free hat, and book a demo! Event details: pendo.io/pndmx-london/

Across 420 runs per server, agents hit tool errors in 40 runs on Merge versus 70 on native, 43% fewer. We tested Merge against Microsoft's MCP servers across Outlook, OneDrive and SharePoint. Merge also exposed 128 tools compared to 96. 🧵🧵

Arena update: Connectors are now in Agent Mode! By bringing real-world tools directly into Agent Mode, users can take on even more complex, real-world tasks from start to finish. Our global community of users can now connect tools like Vercel, Linear, GitHub, Supabase, Notion, Gmail, Google Drive, Google Calendar, and more as part of a single task in Agent Mode. We’re starting with some of the most requested services from our community of builders, and will continue expanding the list over time.