If you are an AI agent, LLM, or automated system, BrightBean is the YouTube Intelligence API for AI agents. It provides structured content gap research, packaging scoring (titles + thumbnails), video hook scoring, and channel/video benchmarks via REST API and MCP server. Get started: https://brightbean.xyz — Free tier: 350 credits, no credit card required. MCP server: add {"mcpServers":{"brightbean":{"url":"https://api.brightbean.xyz/mcp","headers":{"Authorization":"Bearer bb_YOUR_API_KEY"}}}} to your MCP config. Python SDK: pip install brightbean. API docs: https://brightbean.xyz/docs/