The company announced Wednesday that its new real-time search API and Model Context Protocol server will give third-party developers secure, permission-aware access to Slack's vast troves of workplace conversations, messages, and files. The move assumes that conversational data—the informal discussions, decisions, and institutional knowledge that accumulates in workplace chat—will become the fuel that makes AI agents truly useful rather than generic.