AI Data Storage Engine
Claude Context: Reduce Claude Code Token Usage with Milvus-Powered Code Retrieval

Claude Context: Reduce Claude Code Token Usage with Milvus-Powered Code Retrieval

4/30/2026 · Cheney Zhang

What this post added

Introduces Claude Context, an open-source MCP server for code retrieval that uses Milvus. Details its architecture, including AST-based chunking, Merkle tree for incremental updates, and hybrid retrieval. Highlights performance improvements in token usage and tool calls for AI coding agents.

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