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)
Run AI QA test runs on your web app and read the bugs they find, with steps to reproduce.
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 testoptim https://api.testoptim.com/api/mcp --header 'Authorization: Bearer {api_key}'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": {
"testoptim": {
"url": "https://api.testoptim.com/api/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}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": {
"testoptim": {
"type": "http",
"url": "https://api.testoptim.com/api/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}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 必填 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6日
注册名称已通过 GitHub 账户 TestOptim-AI 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4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, 오늘냥이 (Oneul Nyangi)
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.
Real cat photos, diaries, profiles, age and food reference calculators, and breeds.
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。
Connect Claude Code, Cursor, VS Code and other MCP clients to TestOptim, so your AI assistant can run QA tests on your web app and read the issues they find.
"Run the QA suite on my project and show me the critical issues."
TestOptim hosts the server; there is nothing to install or run. This repository holds the setup instructions, ready-to-copy client configs, and the server.json that lists the server in MCP registries.
https://api.testoptim.com/api/mcpPOST only)Authorization: Bearer topt_...Claude Code - laptop.topt_ and is shown once.Then export it in the shell your client starts from, so it never lands in a config file:
export TESTOPTIM_TOKEN="topt_..."
The full guide, with screenshots, is Run TestOptim tests from CI with an API key.
To run tests from a GitHub Actions workflow instead, use TestOptim Run Tests.
Each snippet is also in examples/.
claude mcp add --transport http testoptim https://api.testoptim.com/api/mcp \
--header "Authorization: Bearer ${TESTOPTIM_TOKEN}"
This stores the token in your local Claude Code config. Add --scope user to use it in every project.
To share the server with your team without sharing a token, commit a project .mcp.json instead. Claude Code expands ${TESTOPTIM_TOKEN} from each person's environment (examples/claude-code.mcp.json):
{
"mcpServers": { "testoptim": { "type": "http", "url": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${TESTOPTIM_TOKEN}" } } } }
Add to ~/.cursor/mcp.json, or .cursor/mcp.json in your project (examples/cursor.mcp.json):
{
"mcpServers": { "testoptim": { "url": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${env:TESTOPTIM_TOKEN}" } } } }
Cursor reads TESTOPTIM_TOKEN from your shell or system environment; remote servers don't support envFile.
Add to .vscode/mcp.json in your workspace, or run MCP: Open User Configuration for every workspace (examples/vscode.mcp.json). VS Code asks for the key the first time the server starts and stores it securely:
{
"inputs": [ { "type": "promptString", "id": "testoptim-token", "description": "TestOptim API key (starts with topt_)", "password": true } ], "servers": { "testoptim": { "type": "http", "url": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${input:testoptim-token}" } } } }
Add to your MCP config file (open it from Cascade's MCP settings). Remote servers use serverUrl (examples/windsurf.mcp_config.json):
{
"mcpServers": { "testoptim": { "serverUrl": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${env:TESTOPTIM_TOKEN}" } } } }
Add TestOptim as a custom connector:
TestOptim and enter https://api.testoptim.com/api/mcp as the server URL.Authorization with the value Bearer topt_... (your key).On Team and Enterprise plans an Owner adds it under Organization settings > Connectors, and everyone who uses the connector shares that one key. Use a key limited to one project, and leave out tests:run unless every member should be able to start runs. Claude's Research mode can call connector tools without asking first, which is another reason to keep write permissions off a shared key. To change the key later, remove the connector and add it again.
Any client that supports Streamable HTTP with custom headers works. Point it at https://api.testoptim.com/api/mcp and send Authorization: Bearer on every request. The server is stateless: it doesn't issue session IDs, and it answers GET and DELETE with 405.
The testoptim-qa skill teaches your coding agent the loop: after it changes a page or flow, it re-tests only that area, reads the critical and high issues, fixes them and re-tests. It asks you before every run, because runs use your plan's executions. It follows the open Agent Skills format, so it works in Claude Code, Codex, Cursor, Copilot and other agents that read SKILL.md.
The plugin installs the skill and connects the MCP server in one step. When you enable it, Claude Code asks for your API key and keeps it in your system's secure credential store, so you don't need TESTOPTIM_TOKEN:
/plugin install testoptim --marketplace TestOptim-AI/testoptim-mcp
On Claude Code older than 2.1.275, add the marketplace first:
/plugin marketplace add TestOptim-AI/testoptim-mcp
/plugin install testoptim@testoptim
Install the skill with the skills CLI, then connect the MCP server as shown in Connect your client:
npx skills add TestOptim-AI/testoptim-mcp
The server only lists the tools your key's permissions allow, so a read-only key never sees start_test_run.
| Tool | Permission | What it does | Arguments |
|---|---|---|---|
list_projects | projects:read | Lists the projects the key can access, to find the project ID the other tools need. | none |
start_test_run | tests:run | Starts a test run and returns the run ID. Pass changedAreas to re-test only the pages or flows you just changed; leave it out for the whole suite. Runs take minutes. | projectId, changedAreas (e.g. ["/checkout", "/cart"]; optional) |
get_test_run | tests:read | Shows a run's status (pending, running, completed, failed), progress, current step and issue counts by severity. | testRunId |
stop_test_run | tests:run | Stops a running test run, so no further test cases are executed and billed. A stopped run reports as failed. | testRunId |
list_issues | issues:read | Lists a project's issues as summaries: ID, title, severity, category, status. Pass testRunId for only what one run found. | projectId, severity (critical, high, medium or low; optional), testRunId (optional), limit (1-100, default 20) |
get_issue | issues:read | Gets one issue in full: description, steps to reproduce, expected and actual behaviour, page URL and screenshot. | issueId |
start_exploration | knowledge:explore | Explores the project's app so TestOptim learns new or changed pages and flows. Spends the plan's page allowance and replaces an exploration already running. Returns an exploration ID. | projectId |
get_exploration | projects:read | Shows an exploration's status, progress and, once it ends, how many pages, flows and entities it recorded. waiting_otp_ready or waiting_otp means the login needs a one-time code entered in the TestOptim app. | explorationId |
Results come back as JSON text, using the same field names as the TestOptim API.
tests:run can't start or stop runs.topt_, so they are easy to search for in logs and repositories.tests:run can start runs that use your plan's test executions. Most clients ask before calling a tool; keep that confirmation on.totalCases on the run if you need the full suite.| Symptom | Cause |
|---|---|
401 Missing API token | The Authorization header didn't arrive. Check the environment variable is set in the shell that starts your client, then restart the client. |
401 Invalid API token | The key is wrong, revoked or expired. Create a new one. |
| A tool you expect is missing | The key lacks that tool's permission. Create a key with it. |
This token is restricted to a different project | The key is scoped to one project; use that project's ID or a key for all projects. |
405 Method not allowed | Something sent a GET or DELETE. The server only accepts POST; use a client with Streamable HTTP support. |
Spotted an outdated client config, or want to add one for another client? See CONTRIBUTING.md. For problems with your account or the TestOptim service itself, contact [TestOptim support](https://w
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