Viktor demo: Syncing Slack knowledge to AI workflows via MCP in real-time

tomcrawshaw01 · x · 2026-08-21

A user shared a hands-on test of Viktor, a product offering OpenAI-compatible API and hosted MCP server support. Via the MCP protocol, Viktor directly accesses team history and business context from Slack without manual setup, generating branded code (like a Snake game) in 76 seconds. This demonstrates the potential of MCP in bridging enterprise internal knowledge bases with AI coding workflows.

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