TypeScript Codebase RAG

Example Use Cases

• 1

  Search and reference relevant TypeScript code snippets to answer developer questions or produce explanations tied to source files.

• 2

  Integrate code-aware question-answering into Cline or other tools via an MCP server interface.

• 3

  Build and maintain a vectorized index of a TypeScript codebase for fast semantic retrieval and context-aware assistance.

Description

This tool parses TypeScript codebases into meaningful chunks (classes, functions, methods), generates embeddings via the OpenRouter API, and constructs a vector index for semantic search. It includes CLI commands to build the RAG data, run natural-language queries that reference relevant code, and run an MCP server for direct integration with Cline. The system helps developers get context-aware answers grounded in actual project source files and simplifies integrating code-aware QA into agent workflows.