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)
Local file tools for agents: documents, PDFs, images, QR codes. Nothing is uploaded.
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": {
"ezpzfile": {
"command": "npx",
"args": [
"-y",
"ezpzfile-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add ezpzfile -- npx -y ezpzfile-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ezpzfile": {
"command": "npx",
"args": [
"-y",
"ezpzfile-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": {
"ezpzfile": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ezpzfile-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6日
注册名称已通过 GitHub 账户 ezpzfile 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(0.3.3)于2个月前进入注册中心。
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 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Zoo 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.
An MCP server that provides access to the Zoo API for various CAD operations and tools.
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。
ezpzfile-mcp English · 한국어 · 日本語
File tools for AI agents: look inside a document, change it by address, fill it for a whole list, and check the result. HWP and HWPX without Hancom Office, Illustrator and Photoshop files without Adobe, DWG and Jw_cad without AutoCAD, Ichitaro and DocuWorks without Windows, plus DOCX, PDF, Excel, images, and a font finder. Everything runs on your machine and your files are never sent anywhere.
claude mcp add ezpzfile -- npx -y ezpzfile-mcp
Version 0.8.0 · Node 22.13 or newer · Claude Desktop, Cursor, VS Code: see the guide
The same four files were placed in two sessions and the same task sentence was handed to the same model. One side could only use this server. The other had no dedicated tools and was free to use the shell and Node.
| Without tools | With ezpzfile-mcp | |
|---|---|---|
| Cost | $0.28 | $0.13 |
| Wall time | 9:06 | 0:39 |
| Tasks finished | 2 / 4 | 4 / 4 |
| Tool calls | 20 | 10 |
| Tokens | 510,607 | 184,605 |
That is 53% less cost and 93% less time. Tokens and cost are the per-message figures the sessions recorded, added up, not estimates. Measured 2026-09-12. The bare session never started two of the tasks: it spent the clock hunting for libraries for the two Korean documents, so read the gap as a floor.
Real jobs, run the way an agent runs them, with node test/bench.mjs on the files test/make-samples.py makes (Node 22.22.0, linux, 2 cores, 2026-11-05). "First run" includes one-time downloads (design engines, font finder models, a missing font).
| Who | Job | First run | Again | Result |
|---|---|---|---|---|
| Office, Korea | Read every table of an HWP | 267 ms | 18 ms | tables as markdown, merged cells kept |
| Office, Korea | Fill an HWP form, convert to PDF, check | 1.3 s | 388 ms | 3 calls, nothing left |
| Sales | Quote from a DOCX template (split placeholder, item rows) | 374 ms | 348 ms | 1 call, 1 row added, nothing left |
| Sales | 100 quotes from a PDF design and a list | 12.9 s | 6.7 s | 100 files, 50 KB each, checked |
| Design | 100 business cards from an SVG/AI design and a list | 18 ms | 11 ms | 100 files |
| Design | PSD: hide a layer, save as PNG | 1.1 s | 1.0 s | 2 calls, 7 layers listed, confirmed |
| Design | Which font is this? (picture) | 6.0 s | 751 ms | #1 Nanum Myeongjo 92% |
| Design | Change a name in a PDF whose font is not installed | 836 ms | 92 ms | same font fetched, 67 KB |
| Privacy | Redact a name, phone and address in a PDF, prove it | 1.3 s | 914 ms | 2 calls, nothing left to extract |
| Architecture | CAD drawing: layers, text, vector PDF | 38 ms | 20 ms | 3 calls, text stays text |
The same jobs done the way an agent does them without this server: a script with the common Python libraries, run on the same files.
| Job | ezpzfile-mcp | Script an agent writes |
|---|---|---|
| Fill a DOCX quote template | 1 call, 0.1 s, nothing left | python-docx: {{customer}}, split over two runs by Word, stays unfilled |
| Redact a name and phone number in a PDF | 1 call, 1 s, text gone, checked | pypdf + reportlab black boxes: looks redacted, the name is still extractable |
| 100 quotes from a PDF design and a list | 1 call, 7 s, 50 KB each | pypdf + reportlab overlay: coordinates measured by hand, {{owner}} still in every file's text |
| Change an HWP table cell | 1 call, confirmed after reopening | no open library writes HWP tables |
| PSD: hide a layer, save as PNG | 2 calls, 0.9 s | psd-tools does this well (3.3 s); it cannot change a type layer's text |
| DXF to PDF | 1 call, 16 ms, text stays text | ezdxf + matplotlib (1.2 s): no text layer. DWG needs the closed ODA converter |
| Which font is this? | 1 call, 0.8 s, ranked with licence | no open library identifies a font from a picture |
All releases: Releases.
| Path | What it is |
|---|---|
mcp/ | The package: server, tools, tests, build. mcp/README.md has every tool and argument (English) |
src/lib/ | Code shared with ezpzfile.com: HWP, PDF, CAD, font finder |
engines/ | Patches that build the vector and PSD engines for WASI |
public/vendor/ | The HWP, JTD and XDW engines, libheif and bundled fonts (kept out of git; they ship inside the npm package) |
cd mcp
npm install npm run build # mcp/dist/index.js, mcp/vendor/ python3 test/make-samples.py /tmp/samples node test/protocol.mjs /tmp/samples # every tool node test/scenarios.mjs /tmp/samples # jobs chained the way an agent does node test/bench.mjs /tmp/samples # the timings above
Network use is one-time downloads that upload nothing: the background-removal model, the design engines, the font finder's models and lists, and free fonts a PDF template names. EZPZFILE_NO_FONT_DOWNLOAD=1 turns the font downloads off.
This is a read-only export. The working copy lives in a private monorepo alongside the website, and this repository is regenerated from it on each release. Please open issues rather than pull requests.
MIT licensed, see LICENSE. Bundled engines and fonts keep their own licences.