Swarms v16 'OverClock' ships 114 commits with MCPDeployer and DecisionModel

KyeGomezB · x · 2026-10-03

The Swarms multi-agent orchestration framework released v16 'OverClock', its biggest update yet, with 114 commits across 228 files focused on performance, reliability and observability.

New features include DecisionModel for typed, calibrated decisions, MCPDeployer for serving agents as MCP servers, and TreeOfThoughts for enhanced reasoning. The framework interops with MCP, x402, skills and other protocols.

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