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πŸ“š Sources

  • Anthropic β€” Introducing the Model Context Protocol (Nov. 2024); adoption by OpenAI (March 2025) & Google DeepMind (April 2025); > 10,000 MCP servers by late 2025.
  • Yao et al. β€” ReAct: Synergizing Reasoning and Acting in Language Models (2022 / ICLR 2023).
  • Microsoft β€” Microsoft Agent Framework: convergence of AutoGen + Semantic Kernel (announced late 2025, GA expected Q1 2026); AutoGen in maintenance.
  • State of frameworks 2026: LangGraph (production, checkpointing β€” Klarna, Uber, LinkedIn), CrewAI (roles, strong enterprise adoption).
  • 2025 research on the cost/limits of multi-agents (UC Berkeley, Google DeepMind; Anthropic measurements: ~15Γ— tokens vs chat, βˆ’35% on a planning task).
  • Make product documentation (make.com): visual automation, 3000+ integrations, β€œAI Agents” (Apr. 2025), β€œMake Grid”, β€œMaia” assistant. State mid-2026.
  • n8n product documentation: ~70 AI nodes, β€œAI Agent” node, cloud/self-hosted, JS/Python code nodes, per-execution pricing. State mid-2026.
  • Airtable product documentation: AI-native rebuild (relaunch June 2025), β€œOmni”, β€œField Agents”. State mid-2026.
  • ⚠️ The capabilities of Make, n8n and Airtable evolve every 2-3 months; check the versions/features at the time of reading. Comparisons are illustrative, with no favorite.

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