Reflex

Local-first, full-text code search MCP server for AI coding agents. Indexes your codebase with trigram-based indexing for sub-100ms queries. Agents can search across 10k+ files, filter by language or symbol kind, and get structured JSON results — all offline, no API key required

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>>Reflex

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

$ npm install -g reflex-search

Read the Docs GitHub

Why Reflex

Sub-100ms Queries

Trigram indexing with memory-mapped I/O. 2–3ms on small codebases, under 250ms on the Linux kernel.

Complete Coverage

Finds every occurrence — not just definitions. Same query always produces the same results.

AI-Native

MCP server with 15 tools, JSON output for agent pipelines, built-in AI query assistant.

15 Languages

Rust, TypeScript, Python, Go, Java, C/C++, and more. Tree-sitter parsing for precise symbol extraction.

Dependency Analysis

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

Deterministic

Fully local, fully offline. No cloud, no non-determinism. Your code stays on your machine.

See it in action

Install

npm npm install -g reflex-search

cargo cargo install reflex-search

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