MCP Code Review Server

Name: MCP Code Review Server
Author: GoodJobwilliam

Local

github.comDeveloper Tools2Updated 6w ago

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About MCP Code Review Server

MCP Code Review Server is a local code-review server for developers who want structured findings in their editor. It checks security patterns, N+1 issues, and configurable team rules, with severity ratings.

Key features

01Local security-pattern checks
02N+1 query detection
03Configurable repository rules
04Severity-rated review findings
05Structured local reports

Use cases

01Review code from an editor
02Apply shared team review rules
03Check a pull request with CI templates

MCP support

Exposes code-review capabilities to MCP clients, including local checks and structured findings. Repository-specific rules can be configured in `.mcp-code-review.yaml`.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

mcp.json · Universal config

{
  "mcpServers": {
    "goodjobwilliam-aicraft-code-review": {
      "command": "uvx",
      "args": [
        "aicraft-code-review"
      ]
    }
  }
}

Run commanduvx aicraft-code-review

Local servers need a runtime on your machine (e.g. Node.js 18+). Config file locations differ by client; see your client’s docs.

Packages

pypiaicraft-code-review0.1.2stdio

Tools

Saved tool list · updated 2w ago

Parameter	Type	Required	Description
code	string	Yes	The source code to review
language	string	No	Programming language (python, typescript, go, rust, etc.)

Details

From the project 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

Product	Price	Description
MCP Code Review Server	Free (MIT)	AI code review in your editor. Local security-pattern checks, N+1 detection, team rules, and severity ratings. Install in 10 seconds.

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.

Roadmap

Initial product lineup (9 products)
GitHub Pages storefront with custom domain
Creem merchant setup (stable Team Rules Pack payment link active)
Official MCP Registry listing (0.1.2 active)
Next.js SaaS Starter Kit

Tech Stack

Storefront: GitHub Pages (aicraft.vip)
Payment processing: Creem (Merchant of Record)
Distribution: Digital download

License

Each product is licensed individually. See product READMEs for details.

Built by GoodJobWilliam

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