Forge OS

Converts web pages into MCP tools using LLM analysis, optimizes server performance via Bayesian tuning, and auto-generates composite tools from usage patterns.

Desktop-like MCP workspace that renders inside ChatGPT and Claude, providing three capabilities: endpointifying web pages into interactive MCP tools using LLM vision and DOM heuristics, optimizing MCP server performance through Optuna-based Bayesian hyperparameter tuning with real trial suggestions and feedback loops, and automatically generating composite tools by detecting repeated usage patterns in tool call sequences. Built as a hackathon project with two MCP servers (TypeScript frontend and Python optimizer).