Code RAG Server

Example Use Cases

• 1

  Semantically search across multiple code repositories using natural language or code-snippet queries.

• 2

  Retrieve exact file contents or specific code snippets by file path for context-aware generation or analysis.

• 3

  Index new repositories and maintain local embedding indices to improve retrieval speed and relevance.

Description

Code RAG Server indexes code repositories using embeddings (LM Studio) and exposes semantic code search, file retrieval, and repository indexing as MCP tools. It enables natural-language and code-snippet queries to find relevant code across projects, and supports file-path based searches. The server integrates with MCP-based agents (Cline, Roo-Cline) and stores indices locally to speed retrieval. It is provided as an open-source tool with CLI and MCP server interfaces to streamline code-aware agent workflows.