Reflex

本地優先、全文程式碼搜尋的MCP伺服器,專為AI程式碼代理設計。透過三元組索引技術為程式碼庫建立索引,實現低於100毫秒的查詢速度。代理可搜尋超過1萬個檔案,依語言或符號類型篩選,並取得結構化JSON結果——完全離線運作,無需API金鑰。

文件

>>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"