MCP Context Forge allows developers to define multiple channels such as text, code, embeddings, and custom metadata, orchestrating them into cohesive context windows for AI agents. Through its pipeline architecture, it automates segmentation of source data, enriches it with annotations, and merges channels based on configurable strategies like priority weighting or dynamic pruning. The framework supports adaptive context length management, retrieval-augmented generation, and seamless integration with IBM Watson and third-party LLMs, ensuring AI agents access relevant, concise, and up-to-date context. This improves performance in tasks like conversational AI, document Q&A, and automated summarization.

Show by Animaker is an AI-powered email marketing tool that helps businesses optimize their outbound campaigns. By leveraging AI technologies, including content generation, custom segmentation, and data-driven strategies, users can create compelling marketing campaigns that boost response rates and engagement. Show integrates multi-touch attributions across various channels such as websites, emails, chatbots, and videos, offering a comprehensive approach to modern digital marketing.