MCP Code Review Server

io.github.GoodJobwilliam由 GitHub 账号 GoodJobwilliam 发布v0.1.2更新于 Oct 24, 2026

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

发布方自己的服务：Review Expert

已验证STDIO仅桌面开发者工具安全与监控

服务详情

标识符: io.github.GoodJobwilliam/aicraft-code-review
传输: STDIO
运行时: Desktop only
信任: Verified
发布于: Sep 16, 2026

安全提示

MCP 服务会接收对话中的工具调用请求，并可能执行外部操作。启用前请先了解该服务能做什么，并只授予它所需的权限。

注册中心已验证此条目所属的 GitHub 账号 GoodJobwilliam。这并不表明该账号就是产品方。

SourceWeft 的检查只涵盖条目是否完整、端点是否响应；不审查服务器的代码，也不审查其工具的行为。

在 README 中添加徽章

向读者展示该 MCP 服务已收录于 SourceWeft，徽章链接到本页。

[![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)

概览

AI 生成的概览

一个本地 MCP 服务器，让 AI 助手执行结构化代码审查，包含 OWASP 式安全模式检查、N+1 检测和严重程度评级。

可以做什么: 执行带严重程度评级的结构化代码审查，包含 OWASP 式安全模式扫描和 N+1 查询检测（依据描述和 README；清单未列出具体工具）。读取提交到仓库的配置文件，应用团队规则和按仓库设定的阈值，包括共享正则规则、禁用检查和严重程度覆盖。生成结构化本地报告，试用流程针对故意不安全的示例而非你的仓库运行。
适用场景: 适合希望在提交拉取请求前，让编辑器中的助手检查代码安全与性能问题；也适合团队建立共享、可版本化的审查基线并接入 CI 合并门禁。
运行要求: 作为本地进程通过 stdio 运行，从 PyPI 安装 aicraft-code-review 并用 uvx 启动，因此需要 Python/uv 运行环境。未声明认证、环境变量或请求头。README 称无需 API 密钥或付费服务。

安装前请注意

README 在免费 MIT 许可的服务器之外还推广付费产品（提示词包、模板和可选的 49 美元 Team Rules Pack），购买前请确认内容。README 要求反馈中不要包含源代码或凭据。审查代码会把代码发送给助手的模型，请据此处理私有代码。

安装

在 SourceWeft 中

打开控制台中的 MCP Code Review Server，将其添加到工作区。
为需要使用其工具的对话启用该服务。

Desktop only，通过 STDIO。 STDIO 服务会启动本地进程，因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照仓库中的启动说明。

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.