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ContextForge is an open-source registry and proxy that federates Model Context Protocol (MCP), agent-to-agent (A2A), and REST/gRPC APIs into a single endpoint. It provides centralized governance, discovery, observability, and plugin extensibility for AI infrastructure, enabling seamless tool calling and agent orchestration across diverse platforms.