zilliztech/claude-context: Milvus Team Ships Semantic Codebase MCP for Claude Code — Vector-Based Full-Repo Context Without File-by-File Reading

GitHub·medium signal

Zilliz (creators of Milvus, the leading open-source vector database) released a Claude Code MCP server that enables semantic search across entire codebases, resolving the core limitation where coding agents can only reason about files they've been explicitly given. The 5.6K-star project brings Zilliz's production vector search infrastructure to agentic coding as a first-class primitive, competing with zed-industries' LSP integration and GitHub Copilot's index. Positions agentic-RAG over codebases as infrastructure rather than a feature bolt-on.