Token Pilot

Token Pilot is an MCP server for AI coding assistants that enables highly token-efficient code reading by providing AST-aware structural overviews of code and targeted symbol access rather than raw file dumps. Its tools cover smart file outlining, fine-grained code symbol loading, directory and project exploration, usage searching, diff reading, and session state management, resulting in 60–90% average token savings on large codebases. It integrates seamlessly with MCP-compatible AI clients like Claude Code, Cursor, Codex, and Antigravity. This makes it ideal for developers, teams, and toolbuilders seeking scalable, high-efficiency AI-assisted coding workflows.