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)
Ensemble testing of web pages for accessibility, usability, and web standards
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://kilotest.com/mcp在终端中运行这条命令
claude mcp add --transport http kilotest https://kilotest.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"kilotest": {
"url": "https://kilotest.com/mcp"
}
}
}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": {
"kilotest": {
"type": "http",
"url": "https://kilotest.com/mcp"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://kilotest.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
getKilotestOverviewExplains what Kilotest is, what its tools do, and how its results are structured. Use this before any other tool when the available tools or workflow are unclear. Returns a prose overview of the Kilotest domain, the tool workflow, and links to further documentation. Kilotest inte
listPagesLists all pages Kilotest has tested. Use this first to discover whether a page already has any reports before requesting a test. Returns, for each tested page, its description, URL, and the identifier of its latest available report.
listIssuesLists the issues reported in one report, along with the history of all reports about the same page. Use this after listPages to switch to an earlier or later report or to begin examining this report. Returns the history and the basics about this report’s issues.
listViolatorsLists the elements of a tested page that were reported as exhibiting one issue in one report. Use this after listIssues to drill down from an issue to the elements violating rules belonging to that issue. Returns basics about each violating element.
listDiagnosesLists the diagnoses that rule engines gave for how one element exhibited one issue in one report. Use this after listViolators to get details about the element as a violator of the issue. Returns, for each rule engine that reported a violation by the element of a rule belonging t
getReportRetrieves one entire report as JSON, with all of its issues, violators, and diagnoses. Use this instead of drilling down through listIssues, listViolators, and listDiagnoses when the full report is needed in one call. Returns the complete report data for the specified report iden
requestNewTestSubmits a request to test a page that has no report yet; queued for manager approval. Use orderNewTest instead for immediate, automatically approved testing. Returns a request confirmation with disposition details.
requestRetestSubmits a request to retest a page whose existing report is considered obsolete; queued for manager approval. Use orderRetest instead for immediate, automatically approved retesting. Returns a request confirmation with disposition details.
requestFeatureSubmits a request to add a new feature or improve an existing one; queued for manager review. There is no immediate-approval alternative for feature requests. Returns a request confirmation with disposition details.
reportDisagreementReports that you disagree with a diagnosis shown by the listDiagnoses tool; queued for manager review. Use this after listDiagnoses when you believe a rule violation was incorrectly diagnosed or classified into an issue, providing the engineID and ruleID shown in the diagnosis an
orderNewTestOrders testing of a page that has no report yet, with automated approval or rejection and immediate enqueueing if approved. Use this instead of requestNewTest when immediate testing is wanted; testing typically takes 2 to 4 minutes. Returns an order confirmation and disposition d
orderRetestOrders a retest of a page whose existing report is considered obsolete, with automated approval or rejection and immediate enqueuing if approved. Use this instead of requestRetest when immediate retesting is wanted; testing typically takes 2 to 4 minutes. Returns an order confirm
awaitTestWaits for a job ordered via the orderNewTest or orderRetest tool to finish, using the report identifier either tool returned. Use this instead of polling listIssues when an immediate answer is preferred. Blocks until the report is ready, the job fails, or a maximum wait time elap
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6日
注册名称已通过 GitHub 账户 jrpool 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
在 1412 毫秒内响应(HTTP 200)
无需登录
已读取 13 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(63.2.0)于今天进入注册中心。
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, Fomu 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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
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。
An ensemble testing and reporting service for front-end web quality
This application uses an ensemble of 12 rule engines to test web pages for front-end quality (i.e. accessibility, usability, and web standards, including HTML, CSS, ARIA, and WCAG).
The testing paradigm employed by Kilotest is discussed in these papers:
Kilotest acts as a web server for human users, an MCP server (streamable HTTP, no authentication) for AI platforms, and an API for programmatic access.
Testing for Kilotest is performed by one or more workers (testing agents) that obtain jobs from Kilotest, perform them, and send reports of the results back to Kilotest. Those agents are instances of the Testaro package. Thus, the pages that Kilotest tests need not be on the public Internet. They need only be reachable by the Testaro workers that do the testing for Kilotest. So, one or more Testaro workers running inside a private intranet can test internal pages, as well as any external ones reachable from inside the intranet.
An active production instance of Kilotest may require multiple Testaro workers to handle the load, because testing one web page typically takes 2 to 4 minutes and workers test only one page at a time.
In the steps below, hosts T and K may be the same host or two different hosts. Host T can be a Debian stable, Ubuntu LTS, Windows, or macOS host. Host K can be any server host that can run the latest LTS version of Node.js. If hosts T and K differ, then they must be open to https traffic and host K must permit https requests from host T.
T.npm install.npm run deps.K.npm install.env.testaro file from the kilotest directory to .env in the testaro directory and replace the __placeholder__ values in .env with actual values.env.example file in the kilotest directory to a new .env file in the same directory and replace the __placeholder__ values in .env with actual values. TESTARO_WORKERS is a JSON object mapping each Testaro worker's ID to an object with its secret and its name; the ID and secret for a worker must match the NETWATCH_URL_WORKER_ID and NETWATCH_URL_AUTH values in that worker's .env. A worker authenticates each request with an HTTP Basic Authorization header (id:secret, base64-encoded); as of this writing that header is not yet sent by the published Testaro package, so this scheme requires a matching update to Testaro's netWatch.js request code (only to send the header; no change to Testaro's handling of jobs or reports is needed). The ID is a credential and is never published; the name is written by Kilotest into a job's and report's sources.worker property, which Testaro does not read or alter, so it is a distinct property from sources.agent (Testaro's own, untrusted, self-reported label, which Kilotest ignores). Choose a name that is safe to appear in every report Kilotest serves. ALLOW_INTERNAL_TARGETS controls whether this deployment can be induced to test pages at private, loopback, or link-local addresses; see SERVICE.md before changing it from its default.testaro directory, make Testaro start listening for jobs: node call netWatch true nn true, where nn is the number of seconds to wait between checks for new jobs. Note that Kilotest promises nearly immediate review and, on approval, immediate execution of “orders” for tests and retests, with typical total elapsed time 2 to 4 minutes. That promise implies a promise to keep nn small. A reasonable value is between 10 and 20.kilotest directory, start the Kilotest service: node index.Contributions are welcome! You can use GitHub issues to initiate discussions and propose changes. If you want to contribute code, please fork the repository and create a pull request.
See the SERVICE.md file for instructions on how to make Kilotest a service.
Kilotest is not only a web application but also an API and an MCP server. AI platforms and models can use Kilotest via those interfaces.
The public URL for models using the MCP server at kilotest.com is https://kilotest.com/mcp. The MCP server is registered at several registries. See AI-TOOLS.md for details.
There is additional documentation at:
These are the routine steps for maintaining Kilotest as currently deployed.
When you make a change in a feature branch without any API or tool contract change:
npm run prePR -- (major, minor, or patch).main and delete the feature branch on GitHub.npm run postPR (with interactive browser authentication).npmjs.com has processed the publication.git pull, npm ci, and pm2 restart kilotest (but not npm audit fix) to deploy the revised main branch on the public server.When you make an API or tool contract change in a feature branch:
lhm.plugin.json: Transform it to match api/schemas.ts and mcp.ts.llms.txt, llms-full.txt, capability.md, README.md: Update parameter and path names.npm run prePR -- (major, minor, or patch).main.npm run postPR (with interactive browser authentication).npmjs.com has processed the publication.git pull, npm ci, and pm2 restart kilotest (but not npm audit fix) to deploy the revised main branch on the public server.Hub Listing → Definitions → CI/CD → Import OpenAPI by uploading the regenerated openapi-3.0.yaml.If any step fails, see the details in docs/AI-TOOLS.md for troubleshooting instructions.