probelabs/probe
An AST-aware semantic code search engine for large codebases with MCP server and built-in agent, designed to power AI coding assistants.

Probe is a context engine built for reading and reasoning about code at enterprise scale. It combines ripgrep-like speed with tree-sitter AST parsing to provide structured, semantic code understanding. The project includes an MCP server for AI assistant integration, a CLI agent for direct code exploration, and a Node.js SDK. It takes a third path beyond text search and embedding-based tools by offering AST-aware structural search with zero setup.