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)
MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"ftx": {
"command": "uvx",
"args": [
"ftx-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add ftx -- uvx ftx-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ftx": {
"command": "uvx",
"args": [
"ftx-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": {
"ftx": {
"type": "stdio",
"command": "uvx",
"args": [
"ftx-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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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8日
注册名称已通过 GitHub 账户 asqi-carter 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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
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。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.0.9)于24天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, dsh-novel-writer — 网文写作体检
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
Offline 21-tool Chinese web-novel style, plot and continuity audits, plus per-book cleanup.
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。
Talk to your FactoryTalk Optix project. ftx-mcp connects AI tools (Desktop, Cowork, Code — or any MCP client) to FactoryTalk Optix Studio on your Windows machine, so you can build and change HMI screens by describing what you want:
*"Add a header that says 'Hello Optix' to Screen 1 and show me."*
*"Bind that label's visibility to Model/PumpRunning."*
*"Looks right. Launch the emulator and validate it."*
Your LLM authors the change directly into your open Studio project, runs the emulator, and looks at the rendered runtime to confirm it worked. It is a development and testing companion: shipping to hardware stays in Studio's own Deploy dialog, in your hands. Everything besides the LLM calls runs locally on your machine. No cloud service, no API key; your LLM of choice provides the intelligence.
Requirements: Windows 11, FactoryTalk Optix Studio 1.7.x, and an MCP client like Claude Cowork. Also: the .NET SDK (8 or later), needed for build_check (without it build_check returns no_dotnet); Google Chrome (the CDP verify loop; skip with setup.ps1 -NoCdp) and — for the Claude Desktop Microsoft Store build connector path — Node.js (winget install OpenJS.NodeJS.LTS; the config uses npx mcp-remote). Setup auto-installs Tesseract OCR via winget for the zero-vision-token text tools (skip with -NoOcr; everything else works without it) and Pillow (a hard dependency) into the venv for pixel diffing.
Run setup.ps1 from a regular PowerShell window — not a shell hosted inside a packaged app like the Store build of Claude Desktop, whose %LOCALAPPDATA% writes are virtualized (setup now detects this and refuses). If you downloaded a ZIP instead of cloning, run Get-ChildItem -Recurse | Unblock-File first.
If setup.ps1 (or any bootstrap\*.ps1) fails to run at all with a script- execution / "running scripts is disabled" error, your machine's execution policy is blocking unsigned scripts. Unblock them for the current window only — no admin, no persistent policy change — then re-run:
Set-ExecutionPolicy -Scope Process -ExecutionPolicy Bypass
git clone https://github.com/asqi-carter/ftx-mcp.git
cd ftx-mcp .\bootstrap\setup.ps1 # install (does not start anything) .\bootstrap\services.ps1 start # start the service + cdp chrome .\bootstrap\services.ps1 status # verify health http://127.0.0.1:8765/ui # health dashboard
Auth: the default install is loopback-only with auth OFF — setup never prompts, and no token is needed on your own box. Binding to the LAN is the one case that requires auth: install with .\bootstrap\setup.ps1 -EnableAuth (see docs/security.md). If a UI/API unexpectedly asks for a bearer token, a previous install enabled auth — re-run setup with -NoAuth to clear it.
To remove an install (or reset before a clean reinstall): .\bootstrap\uninstall.ps1 stops and unregisters the scheduled tasks and reaps any leftover CDP chrome; add -All to also delete state (issued tokens, chrome profile, persisted auth choice) and the venv.
pip install ftx-mcp installs the service and its dependencies (including Pillow, now a hard dependency; ftx-mcp[visual] is kept as an empty extra for older instructions). The wheel also carries the authoring skills (skills/*/SKILL.md), the Studio bridge source (StudioMCPBridge.cs) and the /ui dashboard, so the skill tools and optix_bridge_arm bridge sync work without a checkout; a checkout install keeps reading the repo's skills/ and studio-bridge/.
What you do not get from pip, and still do by hand (see docs/runbook.md): Studio, Tesseract OCR, Chrome for the CDP loop, the scheduled tasks / service registration, auth setup and the BridgeTemplate refresh. bootstrap\setup.ps1 from a checkout remains the supported Windows install.
To get the bridge source for a project or template when you have no checkout, fetch it from the running service:
Invoke-WebRequest http://127.0.0.1:8765/bridge-source -OutFile StudioMCPBridge.cs
GET /bridge-source returns the shipped file as text/plain with an X-Ftx-Mcp-Version header.
To upgrade a checkout install (e.g. 1.0.8 → 1.0.9), run these five steps, in order, from a regular PowerShell window in the checkout:
bootstrap\services.ps1 stopgit pull (or replace the checkout)bootstrap\uninstall.ps1 -PurgeVenvbootstrap\setup.ps1bootstrap\services.ps1 startYour state, secrets and logs live in %LOCALAPPDATA%\ftx-mcp\ and survive the procedure (-PurgeVenv removes only the virtualenv).
optix_bridge_arm on each existing project syncs its bridge source to the shipped version and leaves a backup of the previous one under ProjectFiles\.ftx-mcp-backups\.docs/runbook.md. Projects made from an old template are synced on their first arm.See also docs/release-notes-v1.0.9.md.
StudioMCPBridge, double-click it to open the C# editor, and paste in studio-bridge/StudioMCPBridge.cs (make sure to rebuild in your code editor or save in Studio to trigger a rebuild)listening on http://127.0.0.1:8768 (the bridge). The service dashboard at http://127.0.0.1:8765/ui shows bridge status too.Requirements: MCP server and bridge running. Claude desktop app downloaded.
cd ftx-mcp # install + start the service
.\bootstrap\setup-mcp-client.ps1 -WriteConfig # adds as a connector to desktop app
Restart Claude Desktop (You might have to end task in task manager to fully restart), then ask Claude to "run optix_status(action='doctor')" — it reports anything missing, with a plain-English fix for each item. In settings > connectors you can adjust the permissions for each of the tools
ftx-mcp serves MCP over streamable-HTTP at http://127.0.0.1:8766/mcp.
Requirements: MCP server healthy and claude accessible in cli
claude mcp add --transport http ftx-mcp http://127.0.0.1:8766/mcp
Then in Claude Code, run /mcp and confirm ftx-mcp shows as connected.
Create or open .vscode/mcp.json and add:
{
"servers": { "ftx-mcp": { "type": "http", "url": "http://127.0.0.1:8766/mcp" } } }
The full tool list (36 tools by default — gate env vars can add more — plus the same surface over plain HTTP for scripts and CI) is in docs/tool-reference.md. Token economy: screenshots cost ~1-2k vision tokens each; the OCR modes of optix_observe (read_text, find_text, diff) turn most checks into free text reads — see the optix-blind-authoring and optix-visual-regression playbooks for the workflow (setup installs tesseract automatically; -NoOcr opts out).
Bundled 19 authoring playbooks (navigation, bound controls, styles, expressions) ship with the server itself — Claude discovers them via optix_list_skills / optix_get_skill, so every connected client gets them with zero setup. (In Claude Code they also load natively as skills.)
127.0.0.1 and talks to nothing off the machine. Optional bearer-token auth, enforced before any LAN bind.readOnlyHint / destructiveHint annotations (contract-pinned by tests) so your MCP host can auto-approve reads and gate writes.optix_read_file) are refused while Studio has the project open; live-model reads and writes go through the bridge.%LOCALAPPDATA%\ftx-mcp\logs\audit.jsonl) what, when, outcome.The full posture including the prompt-injection surface analysis is in SECURITY.md.
| Runbook | First session, step by step |
| Tool reference | Every MCP tool + the HTTP API |
| Architecture | How the pieces fit together |
| Troubleshooting | Symptom-indexed fixes |
| Security | Auth, ports, what talks to what |
Tested with FactoryTalk Optix Studio 1.7.x on Windows 11, Python 3.12. Optix CLI behavior is not contract-stable across major versions — pin your Studio version in production.
MIT · © 2026 ASQI · Not affiliated with or endorsed by Rockwell Automation. FactoryTalk Optix is a trademark of Rockwell Automation, Inc.; this project orchestrates locally installed Optix binaries without redistributing them. See NOTICE.