The Agent Commerce Protocol (ACP) from Virtuals provides a foundational layer for offering structured transaction flows and trust-minimized collaboration. Its four-phase model provides a feedback loop architecture that is critical to addressing challenges in decentralized commerce in autonomous systems.
Agent to Agent Protocol (A2A) is a foundational layer for offering structured transaction flows and trust-minimized collaboration. Its four-phase model provides a feedback loop architecture that is critical to addressing challenges in decentralized commerce in autonomous systems.
Example Thesis: AI Agent-Powered Crypto Portfolio (2025)
Analysis | Diagrams | Innovators
Diagrams | Matrices | Thinkers
Diagrams | Matrices | Thinkers
Retrieval Augmented Generation.
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Build an AI team with Crew AI.
LangChain orchestrates the LLM pipelines by connecting LLM models to external sources and provides abstractions and tools to interface between user input and output.
Legal compliance.
Establish a strategy to leverage Zero Cost Agents.
See GitHub Project for a list of implementation examples. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
Diagrams | Matrices | Thinkers
Why MCP won: Standard interface for creating tools and providing context to LLMs.