π 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, β35% on a planning task).
- Make product documentation (make.com): visual automation, 3000+ integrations, βAI Agentsβ (Apr. 2025), βMake Gridβ, βMaiaβ assistant. State mid-2026.
- n8n product documentation: ~70 AI nodes, βAI Agentβ node, cloud/self-hosted, JS/Python code nodes, per-execution pricing. State mid-2026.
- Airtable product documentation: AI-native rebuild (relaunch June 2025), βOmniβ, βField Agentsβ. State mid-2026.
- β οΈ 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.
A training byBaxIA