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 ActionForge: expose your account's tools to Claude and any MCP client.
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。
ACTIONFORGE_API_KEY, ACTIONFORGE_URL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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"actionforge": {
"command": "npx",
"args": [
"-y",
"actionforge-mcp"
],
"env": {
"ACTIONFORGE_API_KEY": "your-value",
"ACTIONFORGE_URL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add actionforge --env ACTIONFORGE_API_KEY=your-value --env ACTIONFORGE_URL=your-value -- npx -y actionforge-mcp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": {
"actionforge": {
"command": "npx",
"args": [
"-y",
"actionforge-mcp"
],
"env": {
"ACTIONFORGE_API_KEY": "your-value",
"ACTIONFORGE_URL": "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": {
"actionforge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"actionforge-mcp"
],
"env": {
"ACTIONFORGE_API_KEY": "your-value",
"ACTIONFORGE_URL": "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。
ACTIONFORGE_URL env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 PritaS 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。
你需要填写:ACTIONFORGE_API_KEY
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(1.0.3)于3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, SSTracker free youth training
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.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
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。
Publishes an ActionForge account's tools to any MCP client — Claude Desktop, Claude Code, or anything else speaking the Model Context Protocol.
ActionForge turns a description and a pair of JSON Schemas into a hosted API endpoint. You describe the function you need; it generates the implementation, deploys it as a serverless function, and returns a validated URL. Every tool is a pure function of its input — generated code is scanned before deploy and refused if it reaches the network or executes code built at runtime.
This package is the MCP bridge: your endpoints become tools Claude can call directly. It has no runtime dependencies — stdio, fetch, and about 500 lines.
Get an API key at pritas.github.io/actionforge_ui.
The mapping is close to one-to-one, which is why this wrapper is thin: an ActionForge tool already *is* an MCP tool — a name, a description, a JSON Schema for input, and one for output. tools/list reads GET /api/tools; tools/call posts to the tool's proxy URL.
Implemented directly against the 2025-06-18 protocol schema rather than via the SDK. That keeps the install to a single package with nothing beneath it, and every branch stays exercisable offline — npm run smoke drives the compiled server over stdio against a closed port, so the handshake, the silence expected of a notification, and transport-failure handling are all checked without an account.
npx actionforge-mcp
Zero runtime dependencies — the whole server is stdio, fetch, and about 500 lines. Nothing to install beyond Node 20.12+.
From a checkout of this repo instead:
npm install
npm run build node dist/server.js
export ACTIONFORGE_URL=https://your-deployment.example.com
export ACTIONFORGE_API_KEY=af_... # from POST /api/signup, or npm run keygen npx actionforge-mcp
Everything published is scoped to that key's account. Point it at a different key and it publishes a different tenant's tools — the API enforces the scoping, so the MCP server cannot see past it.
Transport is stdio with newline-delimited JSON. stdout carries protocol frames only; all logging goes to stderr, because anything else corrupts the stream a client is parsing.
claude_desktop_config.json:
{
"mcpServers": { "actionforge": { "command": "npx", "args": ["-y", "actionforge-mcp"], "env": { "ACTIONFORGE_URL": "https://your-deployment.example.com", "ACTIONFORGE_API_KEY": "af_..." } } } }
claude mcp add actionforge \
--env ACTIONFORGE_URL=https://your-deployment.example.com \ --env ACTIONFORGE_API_KEY=af_... \ -- npx -y actionforge-mcp
The protocol draws a line this server follows exactly, because it decides whether a model can recover on its own:
| Situation | Reported as | Why |
|---|---|---|
Arguments fail the tool's input_schema (400) | result with isError: true | The model can read the validation detail and fix the call |
| Tool not ready yet (503) | result with isError: true | Transient — retry shortly |
| Rate limited (429) | result with isError: true | Includes how long to wait |
Tool ran but broke its own output_schema (502) | result with isError: true, named as a fault in the tool | Not the model's arguments |
| Tool does not exist (404), or an unknown tool name | JSON-RPC error | Nothing the model can correct; the client should re-list |
| ActionForge unreachable | JSON-RPC error -32603 | Transport failure, not a tool result |
Anything the model could act on stays inside the result where it can see it. Only genuinely exceptional conditions become protocol errors.
The tool list is cached for 30 seconds, and the cache is dropped immediately when a tool turns out to be gone — so a deleted tool disappears on the next listing rather than lingering until the TTL expires.
npm run build && npm run smoke
npm publish --access public
dist/ is gitignored — it is a build artifact, rebuilt by prepublishOnly, so what npm receives is always compiled from the committed source.
Bump version before each publish; npm refuses to overwrite a released version.