MCP Code Review Server

io.github.GoodJobwilliam由 GitHub 帳號 GoodJobwilliam 發布v0.1.2更新於 Oct 24, 2026

Code review as an MCP server — structured reviews with OWASP security scanning.

發布方自己的服務：Review Expert

已驗證STDIO僅桌面開發者工具安全與監控

服務詳細資訊

識別碼: io.github.GoodJobwilliam/aicraft-code-review
傳輸: STDIO
執行環境: Desktop only
信任: Verified
發布於: Sep 16, 2026

安全提示

MCP 服務會接收對話中的工具呼叫請求，並可能執行外部操作。啟用前請先了解該服務能做什麼，並只授予它所需的權限。

註冊中心已驗證此條目所屬的 GitHub 帳號 GoodJobwilliam。這並不表明該帳號就是產品方。

SourceWeft 的檢查只涵蓋條目是否完整、端點是否回應；不審查伺服器的程式碼，也不審查其工具的行為。

在 README 中新增徽章

向讀者展示該 MCP 服務已收錄於 SourceWeft，徽章連結到本頁。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.github.GoodJobwilliam%2Faicraft-code-review.svg)](https://sourceweft.com/mcp/io.github.GoodJobwilliam%2Faicraft-code-review?utm_source=readme&utm_medium=badge)

概覽

AI 產生的概覽

一個本機 MCP 伺服器，讓 AI 助理執行結構化程式碼審查，包含 OWASP 式安全模式檢查、N+1 偵測與嚴重程度評級。

可以做什麼: 執行附嚴重程度評級的結構化程式碼審查，包含 OWASP 式安全模式掃描與 N+1 查詢偵測（依描述與 README；清單未列出個別工具）。讀取提交至儲存庫的設定檔，套用團隊規則與各儲存庫門檻，包括共用正規表達式規則、停用檢查與嚴重程度覆寫。產生結構化本機報告，試用流程針對刻意不安全的範例而非你的儲存庫執行。
適用情境: 適合在送出拉取請求前，讓編輯器中的助理檢查程式碼的安全與效能問題；也適合團隊建立共用、可版本化的審查基準並接入 CI 合併閘門。
執行需求: 以本機程序透過 stdio 執行，從 PyPI 安裝 aicraft-code-review 並以 uvx 啟動，因此需要 Python/uv 執行環境。未宣告驗證、環境變數或標頭。README 表示不需要 API 金鑰或付費服務。

安裝前請注意

README 除免費 MIT 授權的伺服器外，也推廣付費產品（提示詞包、範本與選購的 49 美元 Team Rules Pack），購買前請確認內容。README 要求回饋中不要包含原始碼或憑證。審查程式碼會將程式碼傳送給助理的模型，請據此處理私有程式碼。

安裝

在 SourceWeft 中

開啟儀表板中的 MCP Code Review Server，將其新增到工作區。
為需要使用其工具的對話啟用該服務。

Desktop only，透過 STDIO。 STDIO 服務會啟動本機處理程序，因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照儲存庫中的啟動說明。

README

AICraft — AI-Powered Developer Tools

Production-ready developer tools, code templates, and AI prompt packs. Built by engineers, for engineers.

Products

Prompt Packs

Product	Price	Description
100 Developer AI Prompts	$19	100 battle-tested prompts covering code review, testing, DevOps, security, and APIs. Copy, paste, ship.
AI + Trading Prompt Pack	$29	30 prompts for AI-powered stock analysis. Level 2 order book, technical patterns, fund flow, sentiment, backtesting.
AI Agent Prompts Pack	$29	50 production-tested prompts for building AI agents with Claude Code, LangChain, n8n. Architecture to deployment.
API Development Prompts	$19	35 prompts for the full API lifecycle: design, implementation, testing, docs, and production ops.

Code Templates

Product	Price	Description
Python CLI Generator	$49	Build beautiful CLI apps in minutes. Modern Python scaffold with Typer, Rich, Pydantic v2, structlog, httpx, CI/CD.
Python CLI 中文模板	$19	专为中国开发者打造的 Python CLI 脚手架。全中文文档和注释，5 分钟搭建专业级命令行工具。
FastAPI Starter Kit	$59	Launch your FastAPI backend in 5 minutes. Async SQLAlchemy 2.0, JWT auth, Docker Compose, full test suite.

MCP Tools

Custom rules & team profiles: commit a .mcp-code-review.yaml to your repo for shared regex rules, disabled checks, severity overrides, and per-repo thresholds.

Start with the free 10-minute trial or download the versioned trial bundle. It uses an intentionally unsafe sample, not your repository, and produces a structured local report.

If that workflow proves useful for a shared team baseline, the optional Team Rules Pack is a one-time $49 purchase. It includes 63 ready-made rules for Python, JavaScript/TypeScript, Go, and Java; GitHub Actions and GitLab CI merge-gate templates; and 20 review prompts. For a real pull-request check, copy the secretless GitHub Actions starter. It uses the pinned PyPI 0.1.2 release; no API key or paid service is required.

Share structured trial feedback or request a free team trial. Do not include source code or credentials.

Marketplaces: Official MCP Registry · Smithery · mcpservers.org · cursor.directory · PyPI

For a repeatable, read-only distribution audit, run python3 scripts/distribution_report.py. It reports PyPI and GitHub Release downloads separately; downloads are distribution signals, not contacts, customers, or revenue.

AgentPowers Skills (Free)

Skill	Description
Code Review Agent	4-pass code review with local security-pattern checks, performance analysis, and quality checks
Git Commit Assistant	Conventional Commits from git diff. Auto-detects type, scope, breaking changes
PR Description Generator	Auto-generates PR descriptions from git history and diff

Pricing Philosophy

All products are priced based on market research and the value they deliver:

Prompt packs at $19-$29 solve specific, high-value problems for developers
Code templates at $49-$59 save 10-40 hours of setup time — priced at a fraction of the time they save
MCP Code Review Server is free and MIT-licensed; the optional Team Rules Pack is $49 for shared rules, CI gates, and prompts

Most products are one-time purchases with lifetime updates. MCP Code Review has a free, MIT-licensed local workflow and an optional one-time Team Rules Pack for teams that want a versioned shared baseline.