Open Tag | Run Cross-Source AI Agent Tasks from Slack

🔗 GitHub: https://github.com/zilliztech/mfs 📖 Open Tag Guide: https://github.com/zilliztech/mfs/blob/main/docs/integrations/open-tag.md ▶️ Watch Open Tag Demo 1 first: https://youtu.be/Th9YaJGlNP8 Open Tag is an open-source reference implementation of a Claude Tag-style Slack workflow built with MFS. This second demo continues from the initial setup and shows how Slack mentions can launch real CLI agent tasks with scoped, cross-source context. This video continues from Open Tag Demo 1, where we configured the sources and started MFS indexing. After the Socket Mode bridge is ready, we use Slack to delegate a pull request review to @OpenClaude, retrieve a request mentioned in another permitted channel, and return a clear review summary. We then ask the agent to create and save a document summarizing recent MemSearch features and their relationship to MFS. The walkthrough closes by revisiting the Open Tag architecture and showing how MFS can support broader cross-source agent applications. Open Tag is a lightweight reference implementation rather than a production-ready replacement. Production deployments should add appropriate governance, auditing, approval flows, credential controls, and sandboxing. ✨ If Open Tag and MFS are helpful to you, we would really appreciate a star on GitHub. We would also love to hear your use cases, ideas, and feedback. Chapters: 00:00 Start the Open Tag bridge 00:47 Delegate a cross-channel PR review from Slack 02:24 Generate and save a MemSearch document 03:46 Review the Open Tag and MFS architecture 04:31 Extend MFS to other agent applications Find us on: Zilliz Website: https://zilliz.com Milvus Website: https://milvus.io Zilliz LinkedIn: https://www.linkedin.com/company/zilliz/ Milvus LinkedIn: https://linkedin.com/company/67143129 Milvus X: https://x.com/milvusio Milvus GitHub: https://github.com/milvus-io/milvus Try Zilliz Cloud: https://cloud.zilliz.com/signup