Vibe Coding降低開發門檻，但產品安全常被忽視。OpenAI將內部安全審查工具Aardvark開源，命名爲Codex Security，使原本封閉的代碼掃描能力向各類外部生態開放。
蘋果首次在安全更新中明確將漏洞發現歸功於AI模型。Anthropic的Claude、OpenAI的Codex Security與NVIDIA的AI紅隊分別協助修復多項漏洞，標誌着科技巨頭正將AI深度整合至安全研究，藉助模型加固操作系統防禦。
OpenAI於7月29日推出開源命令行工具Codex Security CLI，定位爲代碼安全掃描器，可檢測並驗證代碼倉庫中的安全漏洞，並直接嵌入CI/CD流水線。該工具在正式發佈前已被提前發現，目前爲早期版本，OpenAI表示將根據開發者反饋持續迭代優化。
OpenAI開源Codex Security CLI，可在編碼流程中掃描代碼倉庫並驗證漏洞，無縫接入CI/CD。有趣的是，該工具公開前已被社區提前曝光，目前爲早期版本。提供命令行與TypeScript SDK雙通道使用。
精選Claude Code和OpenAI Codex實用社區插件，按安裝量排名
獨立瀏覽器工作室，可創建、混音和下載OpenAI Codex寵物包。
在終端中運行的輕量級編碼代理。
Openai
$2.8
輸入tokens/百萬
$11.2
輸出tokens/百萬
1k
上下文長度
$7.7
$30.8
200
-
Alibaba
$4
$16
Xai
$1.4
$10.5
256
$0.4
128
$8.75
$70
400
$1.75
$14
$0.35
$0.63
$3.15
131
$1
$17.5
$56
$0.7
$2
32
$525
$1050
Deepseek
8
$3.5
16
Codex Bridge是一個輕量級MCP服務器，通過官方CLI連接AI編程助手與OpenAI Codex，支持多客戶端無API成本交互。
一個用於通過ADB自動化Android模擬器的MCP服務器，提供UI檢查、元素操作、截圖等功能，支持與Claude和OpenAI Codex集成。
基於Go語言實現的MCP服務器，封裝OpenAI Codex CLI，使AI客戶端能調用Codex進行代碼生成、調試和修復。
該項目是一個JSON-RPC服務器，用於將OpenAI Codex CLI工具封裝為MCP服務，供Claude Code調用。它提供了代碼生成、解釋和調試等專用方法，支持多種模型選擇，簡化了Claude與OpenAI模型的集成流程。
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