Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
NHTSA & EU car recalls, UK MOT stats, EU car specs/WLTP CO2, EU VAT (VIES), LEI & Cyprus companies
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http car-helper-tools 'https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2' --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"car-helper-tools": {
"url": "https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"car-helper-tools": {
"type": "http",
"url": "https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 car-helper-tool 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于20天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Tools MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Five official-open-data tools for AI agents, in one MCP server. Ask your agent about car recalls (US NHTSA and EU Safety Gate), the best and worst model years of a car, UK MOT failure rates, EU car specifications (engine, kW/hp, WLTP CO2, fuel consumption), or Cyprus company status, EU VAT number validation (VIES) and LEI lookup. Built and maintained by Car Helper Tools and served through Apify's hosted MCP server, so there's nothing to install.
https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2
Transport: Streamable HTTP. Auth: OAuth (sign in to Apify in your browser) or an Apify API token as Authorization: Bearer . Agents without an Apify account can pay per call through Apify's agentic payments (all five tools are pay-per-event).
| Tool (MCP name) | What it answers | Data source | Price per event |
|---|---|---|---|
Best & Worst Car Years: NHTSA Recalls & Complaints (jyaussie/vehicle-year-risk-comparator) | NHTSA car recalls, owner complaints and NCAP crash ratings for every model year of a car, with a 0-100 risk score and a best pick / avoid verdict | US NHTSA (recalls, complaints, NCAP) | $0.01 per model year analysed |
EU Car Recall Check & Monitor (Safety Gate) (jyaussie/eu-vehicle-recall-monitor) | EU car recalls for cars, vans, trucks and motorcycles by make, model, production year, date, country or risk. 6,400+ alerts since 2005, updated weekly; can return only new recalls | EU Safety Gate (RAPEX) | $0.005 per recall alert returned |
UK MOT Failure Stats by Make, Model & Year (DVSA) (jyaussie/uk-mot-failure-stats) | UK MOT fail rate, most common MOT failures and advisories by make, model and first-registration year, compared with same-age cars (car reliability statistics, not a single-plate MOT history) | DVSA MOT results, 34 million tests (2025), Open Government Licence | $0.01 per make/model/year returned |
EU Car Specs Lookup: WLTP CO2, Power & Fuel Use (jyaussie/eu-car-specs-co2) | Car specs per variant: engine size, power (kW/hp), WLTP CO2 g/km, fuel consumption l/100 km, electricity use, weight and registrations for every new car sold in the EU 2022-2025 | European Environment Agency CO2 monitoring data (CC BY 4.0) | $0.005 per variant returned |
Cyprus Company Search & EU VAT Validator (VIES) (jyaussie/cyprus-company-vat-check) | Cyprus company search by name or HE number (status in English, registration date, registered office), EU VAT number validation in VIES for all EU countries, and LEI lookup via GLEIF | Cyprus Registrar of Companies on data.gov.cy (CC BY 4.0), EU VIES, GLEIF | $0.015 per company record, $0.005 per VAT check |
Not-found lookups are free on every tool. There's no monthly fee and no extra charge for platform usage: you pay only for the results you get.
Claude, ChatGPT, Cursor, VS Code or any client with remote MCP support (OAuth, recommended):
{
"mcpServers": { "car-helper-tools": { "url": "https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2" } } }
On first use, your browser opens so you can sign in to Apify and approve access.
With an Apify API token instead of OAuth:
{
"mcpServers": { "car-helper-tools": { "url": "https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2", "headers": { "Authorization": "Bearer " } } } }
Get a token under Apify Console > Settings > API & Integrations.
Claude Code:
claude mcp add --transport http car-helper-tools "https://mcp.apify.com/?tools=jyaussie/vehicle-year-risk-comparator,jyaussie/eu-vehicle-recall-monitor,jyaussie/uk-mot-failure-stats,jyaussie/cyprus-company-vat-check,jyaussie/eu-car-specs-co2"
Only need one tool? Use https://mcp.apify.com/?tools=jyaussie/ , for example https://mcp.apify.com/?tools=jyaussie/uk-mot-failure-stats.
All five tools use official open data only and return no personal data.
Results are for information only. Check anything safety- or compliance-critical against the official source.
This repository holds the listing metadata (server.json for the official MCP Registry, glama.json for Glama). The tools run on Apify, and the MCP server is Apify's open-source apify-mcp-server.
License: MIT (this repository's contents).