What is Zine?
Zine is your team’s universal memory system, centralizing scattered knowledge from all collaboration and operational tools. It solves the critical problem of lost context, stale documentation, and wasted time searching across disparate platforms by connecting your entire tech stack—from Slack and GitHub to Notion and Zoom—just once. By transforming this disparate data into a single, continuously synced knowledge base, Zine empowers developers, sales, product, and leadership with instant answers and automated workflows, making your team's collective intelligence available everywhere you work.
Key Features
Zine provides the foundational architecture necessary to turn your team’s conversations, code, and documents into a living, searchable asset.
🧠 Unified, Real-Time Knowledge Sync
Connect your tools—including Slack, GitHub, Google Drive, Jira, and Zoom—once, and Zine automatically maintains a live, synced repository of your team's knowledge. This continuous indexing means new messages, files, and meeting transcripts are instantly searchable. You can search across everything like it’s one giant, intelligent brain, eliminating the need for manual filing or checking five different systems.
🤖 Built-in Agentic Reasoning via MCP
Zine is natively integrated with the Memory and Context Protocol (MCP), providing sophisticated agentic reasoning capabilities. When you ask complex questions (e.g., "Why are checkout API timeouts spiking after our Redis cache change?"), Zine’s reasoning model uses specialized context sources (like Sentry MCP for error traces) alongside your internal knowledge base (Slack, GitHub PRs, meeting notes) to surface full context and root causes in seconds.
🎙️ Automated Meeting Intelligence & Chat
Never take meeting notes again. Zine connects to your calendar to automatically record, transcribe, and attach every meeting to its corresponding event, making it searchable forever. Furthermore, you can chat directly with meeting recordings, instantly retrieving answers to questions like, "What concerns did the customer raise about implementation timeline?" with clips from the original transcript.
📝 Turn Conversations into Documents
Leverage AI to transform scattered knowledge into polished, ready-to-share deliverables. Ask Zine to "Generate our Q3 customer report" and the system will pull relevant data and conversations from your connected tools to create a clean document. Export these structured deliverables directly to Google Drive, Notion, or Slack, turning raw inputs into refined output.
⚙️ Access to Leading AI Models
Zine allows you to choose from and switch between the latest large language models (LLMs) from every major provider, including OpenAI (GPT-4), Anthropic (Claude Opus), Google (Gemini), and others. This flexibility ensures you can select the perfect model for any task, all while guaranteeing your data remains private and is never used for training by Zine or the model providers.
Use Cases
Zine enhances efficiency and decision-making across the entire organization, not just in technical roles.
| Audience | Scenario | Tangible Outcome |
|---|---|---|
| Developers & Ops | A critical bug appears related to a recent infrastructure change, but the documentation is unclear. | Quickly ask, "Where did the team discuss the rationale behind the recent cache migration?" Zine instantly surfaces the relevant GitHub PR, the Slack thread where concerns were raised, and the standup transcript, providing full context without interrupting engineers. |
| Sales & Customer Success | A sales representative needs to prep for a critical follow-up call with a prospect regarding their pricing concerns. | Search "What did Acme Corp say about pricing in our last 3 calls?" Zine provides an instant answer, complete with clips from past meeting transcripts, ensuring you never prep for a call based on stale or incomplete notes. |
| Product & Leadership | A leader needs a quick, high-level overview of the week’s key decisions and progress across all departments. | Receive daily audio briefs automatically generated by Zine from all connected tools (Slack, Jira updates, meeting summaries), allowing leadership to "see what's happening" without diving into individual tools or relying on lengthy status reports. |
Why Choose Zine?
Most knowledge management solutions force you to choose between context retrieval, memory, or automation, often limiting those capabilities to development teams. Zine provides a complete solution for the entire enterprise, offering critical differentiators that drive smarter operational efficiency.
Holistic Solution: Zine provides the essential trifecta—Context, Memory, and Automation—all in one unified platform. You don't have to piece together separate tools for search, chat, and workflow automation; they work together seamlessly within Zine.
Company-Wide Utility: While Zine excels for developers, its utility scales across the entire business, supporting Sales, CS, Product, Ops, and Leadership equally. Never again are crucial insights siloed in departmental tools.
Live Context vs. Static Snapshots: Unlike systems that rely on static document snapshots, Zine maintains live sync across all your source tools. Your AI agents search real-time context, including yesterday's architecture discussion or last week's PR review, ensuring answers are based on the latest information.
Portable Knowledge (MCP Native): Zine functions as both an MCP client and server. This means you can share your curated, high-quality context with any MCP-compatible AI agent you use, making your team's knowledge portable and accessible across your entire AI ecosystem.
Conclusion
Zine acts as the smart, dedicated memory layer for your organization, ensuring that every document, conversation, and decision contributes to a growing pool of accessible intelligence. Stop wasting time searching across disconnected tools. Start empowering your team to get smarter over time, not buried in chat history.





