Token Enhancer

Token Enhancer is a Model Context Protocol (MCP) server that acts as a middleware for AI agents and MCP-compatible clients. It fetches web pages or JSON data, strips away unnecessary elements (ads, scripts, navigation), and returns only the essential clean text, dramatically reducing context window usage. It features endpoints for single or batch URL processing and an optional prompt refiner for cleaning up AI prompts. This tool is ideal for AI agents, developers, and teams using assistants like Claude Desktop, Cursor, or OpenClaw who need efficient, low-cost access to web data for reasoning tasks, and is easily integrated as an MCP server or LangChain Tool.