This server wraps vector-based semantic search for codebases, exposing operations to index repositories and search by meaning rather than keywords. It integrates with Qdrant for vector storage and supports multiple embedding providers including Ollama for fully local operation. You get call graph analysis to trace function relationships, code outline generation with AI summaries, and real-time index updates. The MCP interface lets Claude perform semantic searches across your codebase, analyze function dependencies, and understand code structure. Reach for this when you need Claude to comprehend large codebases semantically rather than just reading files linearly.
claude mcp add --transport stdio anrgct-autodev-codebase uvx autodev-codebase