codexray

by iohub · Rust · ★ 62

A Repository-Aware, Knowledge-Learning local MCP that understands your codebase in Real Time powered by Hybrid Semantic + Full-Text Engine, both supports claude code and codex

#bm25#claude-code#code-analysis#code-indexing#codex#embedding-vectors#full-text-search#knowledge-base#local-mcp#mcp#repo-aware#sematic-search

Install

cargo install --git https://github.com/iohub/codexray.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "codexray": {
      "command": "npx",
      "args": [
        "-y",
        "github:iohub/codexray"
      ]
    }
  }
}

From the README

**Code search & knowledge engine for the AI era.** Semantic + full-text hybrid search, real-time indexing, call graph + code vectors + commit vectors + knowledge vectors — unified into one native MCP server. > Built natively for Claude Code/Codex CLI — zero daemon, zero config overhead. > 📖 [中文文档](README.zh.md) Goes beyond keyword matching. Dense vector search understands code intent ("login logic" → ), while BM25 full-text search locks in exact matches. Results are fused via RRF and re-ranked by Cross-Encoder for precision. When embedding API is unavailable, gracefully falls back to graph…

Read full README on GitHub →

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