Hyperlambda

Hyperlambda is an open-source, AST-oriented language at the core of Magic Cloud, a self-hosted platform for creating AI agents, backend APIs, automations, and database tools from natural-language instructions. Instead of producing unrestricted source code, it represents logic as a structured execution tree that is validated before running inside a constrained C# runtime. Individual functions can be whitelisted through role-based permissions, limiting which capabilities generated code can access.

Magic Cloud includes a browser-based IDE, SQL management tools, secured CRUD API generation, scheduled tasks, Git integration, MCP support, and tools for creating embeddable chatbots based on custom content. It supports SQLite, MySQL, PostgreSQL, MariaDB, and Microsoft SQL Server, and can expose generated endpoints as tools for MCP-compatible clients such as Claude, Cursor, and Codex. The complete platform can be deployed locally or on a private server using Docker and is distributed under the MIT License.