TokenToSeaMCP Hub
中文 Console

Index a video once, query it cheaply with any LLM. Open model-free video context format (.vctx) + MCP server + accuracy-per-dollar benchmark.

Setup

Choose your client, copy the config, then fill in any required environment variables.

Add to CursorAdd to VS Code

claude mcp add videoctx -- uvx videoctx