agent-protocol: The Agent Protocol provides a single common interface for communicating with AI agents, addressing the challenge of diverse agent interfaces and simplifying comparison. It is a tech-stack agnostic API specification, enabling easier development of devtools and fostering ecosystem growth by reducing boilerplate.; WWmcp: A large open-source collection of MCP servers for non-Western APIs, covering CIS, MENA, Africa, LATAM, and Southeast Asia with over 114 servers and 910+ tools. It fills the gap left by mainstream MCP catalogs by providing production-grade integrations for regional services. The monorepo uses a unified core library and CI pipeline.
Developing new AI agents with a standard interface
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