Reflex

MCP server tìm kiếm mã nguồn toàn văn, ưu tiên cục bộ dành cho các tác nhân AI lập trình. Lập chỉ mục codebase của bạn bằng chỉ mục trigram cho truy vấn dưới 100ms. Các tác nhân có thể tìm kiếm trên 10k+ tệp, lọc theo ngôn ngữ hoặc loại ký hiệu, và nhận kết quả JSON có cấu trúc — tất cả đều ngoại tuyến, không cần khóa API.

Tài liệu

>>Reflex

Local-first code search engine with full-text search, symbol extraction, and dependency analysis for AI coding workflows.

$ npm install -g reflex-search

Why Reflex

Fast at Scale

Indexes a 27,448-file Kubernetes checkout in 7.7s on 16 cores. Median queries on a 30 MB corpus: ~3ms for a common word, ~12ms for a regex.

Complete Coverage

Finds every occurrence — not just definitions — across the same files ripgrep searches. Whole-identifier matching by default, plus substring and case-insensitive search.

AI-Native

MCP server with 17 tools, JSON output for agent pipelines, built-in AI query assistant. In A/B tests, same task success at ~31% lower cost per task.

15 Languages + Text

Rust, TypeScript, Python, Go, Java, C/C++, and more, parsed with Tree-sitter for precise symbols. Every other non-binary file is indexed for full-text search.

Dependency Analysis

Import tracking, reverse lookups, circular detection, hotspot analysis across your entire codebase.

Deterministic

Fully local, fully offline. Same query, same results, and every response says whether the index is fresh. Your code stays on your machine.

See it in action

Install

npm npm install -g reflex-search

cargo cargo install reflex-search

shell (Linux, macOS) curl --proto '=https' --tlsv1.2 -LsSf https://github.com/reflex-search/reflex/releases/latest/download/reflex-search-installer.sh | sh

PowerShell (Windows) powershell -ExecutionPolicy Bypass -c "irm https://github.com/reflex-search/reflex/releases/latest/download/reflex-search-installer.ps1 | iex"