06/02/2026
Stop burning your token budget on blind codebase searches. 🛑💸
If you are using Claude Code (or any major AI coding agent) on a large project, you know the pain: every time you ask a question, the agent grep-searches through dozens of files. It takes 30 seconds, and it burns through tens of thousands of context tokens before it even starts generating an answer.
There is a completely free, open-source fix for this: Claude Context.
Claude Context is an MCP server powered by the Milvus vector database. Instead of blindly grepping your files, it turns your codebase into a searchable semantic index. It understands exactly what you are looking for and pulls only the relevant code snippets into the context window.
The results?
⚡ Answers in milliseconds instead of seconds.
📉 98% fewer tokens consumed per query.
🛠️ 1-line install that wires directly into Claude Code, Cursor, Codex, or Gemini CLI.
If your codebase is over 50,000 lines, this is a mandatory upgrade for your workflow.
👇 Want the GitHub repo? Comment CONTEXT below and I’ll DM you the direct link!