CopilotKit: CopilotKit is a React framework for embedding AI copilots, chatbots, and in-app agents directly into web applications. It provides UI components (chat interface, sidebar, textarea) and backend infrastructure for building agentic frontends — where AI can read and modify application state, take actions, and render generative UI. Supports LangChain, LangGraph, CrewAI, and custom agent backends.; biomcp: BioMCP is an open-source toolkit designed to augment AI assistants and agents with specialized biomedical knowledge. It leverages the Model Context Protocol (MCP) to provide structured access to authoritative biomedical data sources like clinical trials, literature, and genomic variants, bridging the gap of domain-specific information often lacking in general LLMs.
Adding a context-aware AI copilot to a SaaS product that understands app state
Retrieve comprehensive gene information, including summaries, aliases, and links to external databases.