Code Intelligence MCP Server

Example Use Cases

• 1

  Semantic code search combining keyword and vector embeddings.

• 2

  Structure-aware code navigation including call hierarchies and type graphs.

• 3

  On-device LLM-generated symbol descriptions to bridge vocabulary gaps.

Description

This MCP server indexes local codebases to enable advanced semantic search and code navigation using a hybrid approach combining keyword and vector search. It enriches search results with on-device LLM-generated natural language descriptions, graph-based importance scoring, and supports multi-repo indexing with instant re-indexing on file changes. Designed for production use, it supports multiple languages and integrates with agents like Claude Code, OpenCode, Trae, and Cursor.