Orchestrating Real-World Agent Workflows with MCP: Slack → Notion & HubSpot (Live Demo)

See how MCP powers end-to-end, cross-system workflows—from a noisy Slack channel to structured tickets in Notion and HubSpot—with routing, governance, and an agent-friendly runtime. In this session, Hakki Kirmizi (Principal Software Engineer, Gentoro) and Jonah Perry (Director of Product Development, Gentoro) show how a single Slack channel with 200+ daily messages becomes actionable through MCP tools and an orchestration runtime: classify messages, create the right ticket in the right system, acknowledge users in Slack, and fan out structured summaries to the correct sub-channels.

𝗪𝗵𝗮𝘁 𝘆𝗼𝘂’𝗹𝗹 𝗹𝗲𝗮𝗿𝗻:

• How to turn Slack messages into structured, cross-system actions via MCP
• Designing an MCP toolbox: generation from APIs/specs, caching, and runtime managementBuilt-in governance: auth, RBAC at the tool level, encryption, and audit trails
• When to use classification + runbooks to route issues to Notion vs. HubSpot
• Low-/no-code patterns for generating MCP tools (including from OpenAPI specs)
• Practical tips for moving from prototype to production with agent workflows

𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀:

‍
Hakki Kirmizi — Principal Software Engineer, Gentoro
Jonah Perry — Director of Product Development, Gentoro