免費 / 開源在本機或雲端執行與打造開源 AI 模型
Aikido Security 每月有 757,491 次造訪,月增率 +9.6%,定價模式為免費增值。Struct2AI 每月有 1,358 次造訪,成長率 +16.5%,定價模式為免費試用。

Struct2AI is a developer utility that scans a local project folder or a GitHub repository, renders the folder structure and selected file contents into an AI-friendly format, and lets you copy it in one click so you can paste real project context into ChatGPT, Claude, or another AI assistant.
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | aikido.dev | structai.in |
| 定價模式 | 免費增值 | 免費試用 |
| 每月造訪次數 | 75.75萬 (757,491) | 1358 (1,358) |
| 月流量變化量 | +6.63萬 (+9.6%) | +192 (+16.5%) |
| 主要市場與市佔 | 🇺🇸 美國 (25%) | 🇮🇳 印度 (100%) |
| 每月直接造訪 | 30.37萬 | 525 |
| 使用者評分 | 4.4 | 3.8 |
| 支援平台 | 網站 | 網站 |

找出並自動修復漏洞的一體化應用安全平台
在同一條流程中完成 SCA 相依掃描、SAST、AI 程式碼稽核、機密偵測、授權/SBOM 產生、惡意程式偵測與程式碼品質檢查。
AI 過濾誤報並產生修復程式碼或 pull request,縮短分流時間與修復路徑。
涵蓋 CSPM 錯誤設定、IaC 掃描、Kubernetes 與容器映像掃描、虛擬機洞察、DSPM 及雲端攻擊路徑對應。
持續 Web/API 測試、DAST、攻擊面測繪與自主滲透代理,持續驗證真正可利用的風險。

Struct2AI is a developer utility that scans a local project folder or a GitHub repository, renders the folder structure and selected file contents into an AI-friendly format, and lets you copy it in one click so you can paste real project context into ChatGPT, Claude, or another AI assistant.
Scan a local folder or fetch a repository structure from GitHub in seconds, including private repositories, and view it as a clear tree before exporting.
Pick specific files and merge their contents into one block, or copy the whole folder tree in a single click.
Output is formatted so it drops cleanly into ChatGPT, Claude and similar assistants, giving them an accurate picture of your codebase layout.
The site markets fast analysis of large project structures so the context-gathering step does not slow your workflow.
免費 / 開源在本機或雲端執行與打造開源 AI 模型

專項更強Deep GitHub pull request code reviews highlighting security issues, but operates strictly as a code reviewer rather than complete AppSec platform.
專項更強Deep GitHub pull request code reviews highlighting security issues, but operates strictly as a code reviewer rather than complete AppSec platform.

Workik is an AI development platform that captures the context behind engineering tasks and turns it into plans, code, tests, and documentation. Connect your repositories, databases, and project knowledge, then let Workik AI assist across planning, debugging, testing, and codebase documentation.
Workik is an AI development platform that captures the context behind engineering tasks and turns it into plans, code, tests, and documentation. Connect your repositories, databases, and project knowledge, then let Workik AI assist across planning, debugging, testing, and codebase documentation.
Zread turns any GitHub repository into an AI-generated wiki you can read, search, and share. Point it at a repo and it maps the architecture, explains each folder and file, and answers questions in plain language, so you can understand unfamiliar code in minutes instead of hours. It also curates GitHub Trending with weekly deep-dive guides and supports MCP and CLI workflows for local and private repositories.
Zread turns any GitHub repository into an AI-generated wiki you can read, search, and share. Point it at a repo and it maps the architecture, explains each folder and file, and answers questions in plain language, so you can understand unfamiliar code in minutes instead of hours. It also curates GitHub Trending with weekly deep-dive guides and supports MCP and CLI workflows for local and private repositories.

免費 / 開源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
免費 / 開源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
面向開發者體驗與團隊績效的 GitHub 原生分析

針對 Web 應用、API 與 GraphQL 的代理式 AI 滲透測試