Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Build an agent tool once; ship it as Agent Skills, MCP servers, Agent Plugins / Claude / Codex
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"toolfactory": {
"command": "npx",
"args": [
"-y",
"toolfactory"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add toolfactory -- npx -y toolfactory프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"toolfactory": {
"command": "npx",
"args": [
"-y",
"toolfactory"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"toolfactory": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"toolfactory"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 GoatInAHat 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.6)은 26일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js, Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, FlyDocs
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Build an agent tool once; ship it as an Agent Skill, an Agent Plugins bundle, a Claude Code, Codex or Cursor plugin, an MCP server, a CLI, an npm or PyPI package, an MCP Registry entry, an OpenClaw or Hermes native plugin, and a web page, from one operation module and one config file.
toolfactory is a scaffolder and a keeper-in-sync, not a runtime. It writes each surface in the shape that surface's own tooling would have written, proves it with that surface's own validator, and records every generated file in a lock so drift fails CI. Delete toolfactory from a repo it generated and every surface still installs, builds and publishes.
npx skills add GoatInAHat/toolfactorynpx -y toolfactory mcptoolfactory.mcpb from the GitHub Release and double-click to installclaude plugin marketplace add GoatInAHat/toolfactory, then claude plugin install toolfactory@toolfactorycodex plugin marketplace add GoatInAHat/toolfactory, then codex plugin add toolfactory@toolfactorygemini extensions install https://github.com/GoatInAHat/toolfactoryopenclaw plugins install --link hosts/openclaw from a checkouthermes plugins install https://github.com/GoatInAHat/toolfactory#hosts/hermes/toolfactory_hermesdsh plugin --profile add ./hosts/dsh from a checkout, or the release tarball toolfactory-dsh-0.4.6.tgznpx -y toolfactory mcp --http --open serves the operations page beside the MCP endpoint on one port and opens it; over MCP or a skill, the web operation does the same and returns the URL.npm install toolfactorymkdir hello && cd hello
npx toolfactory init --name hello --binding typescript --surfaces skill,agent-plugins,claude,mcp,cli,npm
init writes plugin.json (identity), dev.toolfactory/tool.json (surfaces, binding, config), the kernel scaffold, the .agents/ agent-config canon (skills, MCP servers, sync.py, setup and the per-harness hook carriers, so the tool is developable in any harness), and the first build. It also does what a human would do next: git init and a first commit, then bash .agents/setup, which renders the harness adapters, installs the git hooks that keep them in sync, and installs the dependencies. Its nextSteps end with the one reload line of the harness it is running inside, because reload is the one part a repository cannot automate.
Add --repo / and it creates that GitHub repository through gh and pushes to it — private unless you pass `--public` — with one topic per selected surface, and prepares the live-tests environment when a .env is there. --dryRun prints the gh invocations instead. None of it is required: with no GitHub, plain git or no git at all, everything below still works.
Use --runtime none --surfaces skill,codex when a plugin is only SKILL.md instructions for Codex. ToolFactory then emits no MCP server, operation snapshot, language scaffold, or consumer runtime dependency. binding remains required for config compatibility but is unused in this mode. This is available in the published npm package starting with ToolFactory 0.1.1.
src/ops.ts (TypeScript) or src/ /ops.py (Python). Each one is a name, a description, an input schema, an optional output schema, an optional requires list, and a handler.npx toolfactory introspect spawns the kernel MCP server and snapshots tools/list into dev.toolfactory/ops.json.npx toolfactory build regenerates every selected surface in-tree.npx toolfactory gate runs what CI runs, here: build, the drift check, every surface's upstream validator, your own checks and tests, and the credential-free host end-to-end.npx toolfactory package builds the release assets into dist/release/; CI runs the same gate and, on a v* tag, the same package job before publishing.A TypeScript operation:
operation({
name: "echo", description: "Echo text back.", input: z.object({ text: z.string() }), output: z.object({ text: z.string() }), annotations: { readOnlyHint: true }, handler: async ({ text }) => ({ text }), })
Every command exists as a CLI subcommand and as an MCP tool (toolfactory mcp), because toolfactory is built with toolfactory.
| Command | Does |
|---|---|
init | new tool: identity file (keywords defaults to [name], the Kiro Powers/Agent Plugins activation trigger; --keywords overrides), tool.json, kernel scaffold, first build, git init + first commit, .agents/setup; --repo / creates the GitHub repository (private; --public opts out) and pushes it |
introspect | snapshot the kernel's tools/list into ops.json |
build | regenerate every selected surface; delete orphans; write the lock |
check | fail if the operation snapshot or any generated file drifted from the code (the CI gate) |
validate [--surface] | run each surface's upstream validator |
coverage | the operation × surface verdict matrix |
gate | run what CI runs, here: build, drift check, validators, your checks and tests, host e2e — stopping at the first failure |
package | build every release asset into dist/release/ (npm tarball, distributions, plugin tarball and bundle zip, web build, coverage) |
adopt / unadopt / eject | take a file (or a whole surface) over from toolfactory, or give it back |
doctor | which upstream CLIs this machine can delegate to |
secrets | every credential the project needs — its own sensitive config keys and the release registries' tokens — with where to mint each, whether it is present locally and on GitHub, and (--action check) whether the registry accepts it; never a value |
bootstrap-repo | push .env to GitHub through gh (config keys to the live-tests environment, release tokens to the repository), enable Pages, configure npm trusted publishing once the package exists, and print the one-time steps that are left |
unpublish | retract every registry a surface dropped since the previous tag published to; the release runs it, --dryRun shows it |
Skills first. init selects the minimum that already serves every harness — skill, agent-plugins, mcp, cli and the binding's package registry — because everywhere that takes a plugin also takes a skill plus an MCP server, and a skill is one file with no upstream to track. Every host-specific plugin below is opt-in: add it only when that host needs what a skill and an MCP server cannot give it (a gateway tab, browser capability, a store listing).
| Surface | Emits | Validated by |
|---|---|---|
skill | skills/ /SKILL.md (frontmatter + operations block; body is yours), plus .agents/skills/ , a symlink to it, so Copilot, Codex, Hermes, DSH and .agents/sync.py see the same one skill | agentskills validate |
agent-plugins | root plugin.json + mcp.json (consumed by OpenClaw, Hermes, Copilot, Cursor, Codex) | Ajv against the 1.0.0 schemas |
claude | .claude-plugin/plugin.json | claude plugin validate |
codex | .codex-plugin/plugin.json + .agents/plugins/marketplace.json (codex plugin marketplace add / ) | real Codex CLI: marketplace add, plugin add, plugin list |
cursor | .cursor-plugin/ manifest | schema-shaped |
gemini | root gemini-extension.json — a Gemini CLI extension installable straight from the repo, reading your AGENTS.md and skills/ | gemini extensions validate |
mcp, cli | the kernel MCP server (stdio, or --http) and a CLI over your operations; each lists only the operations it can run | MCP Inspector, --help |
npm, pypi | package metadata merged into package.json / pyproject.toml | npm pack, uv build |
cargo, nuget, maven-central, rubygems, packagist, go-module | releases for author-owned native packages alongside the tool; metadata stays in its native format | Cargo, .NET, Maven, RubyGems, Composer, Go |
homebrew, winget, scoop, chocolatey, apt, rpm | native packaging and catalog/repository distribution on the appropriate OS | the manager's own tooling |
mcp-registry | server.json | mcp-publisher |
mcpb | hosts/mcpb/manifest.json and a .mcpb release asset packed from the npm tarball — the one-click install Claude Desktop takes | mcpb validate |
openclaw-native | hosts/openclaw/, mirroring openclaw plugins init --type tool | openclaw plugins build --check, validate, plugin-inspector |
hermes-native | hosts/hermes/, a manifest v2 plugin | hermes plugins doctor --ci |
web | web/, a shadcn/ui (Vite, React, Tailwind) app with a form per operation; your own pages sit beside it in App.tsx | vite build, Playwright |
browser-extension | hosts/browser/, one WXT extension built for Chromium, Firefox and Safari: the worker calls your kernel over loopback MCP, the popup is the web app, and the operations that need a page are yours to write in entrypoints/ | wxt build, web-ext lint, Playwright against a real Chromium |
vscode-extension | hosts/vscode/, a native TypeScript extension with MCP discovery, command palette operations, settings and SecretStorage; activation and native contributions are yours | Microsoft generator-code scaffold comparison, vsce package, real Extension Development Host |
dsh (experimental) | hosts/dsh/, a zero-code DSH (DeepSeek Harness) bundle: one Cordis patch row attaching your MCP server through @deepseek-ai/dsh-mcp-client | a keyless dsh --profile headless boot |
| workflows (always) | ci.yml, release.yml (gate → package → publish legs → GitHub Release, plus Pages), compose.toolfactory.yaml, .env.example, renovate.json; every step is one toolfactory gate / toolfactory package runs without GitHub | the workflow itself |
| readme (always) | the Install section of README.md (a marked region): one install line per selected surface, plus a static Agent Skill badge | — |
Select vscode-extension together with mcp, cli, and the runtime registry (npm for TypeScript, pypi for Python). Set vscode.publisher in dev.toolfactory/tool.json, then build. Open hosts/vscode and press F5 to use the checkout's runtime, or run npm run vsix in that directory to package it. Native commands, views, webviews, language services, chat participants, and language-model tools use the full VS Code API in your own src/extension.ts. Add contribution points directly to its package.json; rebuilds preserve author entries and additional fields on generated entries. Marketplace and Open VSX release jobs use VSCE_PAT and OVSX_PAT after you register the publisher. Both can be disabled individually in tool.json.
The same native customization rule applies to the other surfaces: JSON, TOML and YAML manifests merge only projected fields, and host entry points retain your code outside the marked regions. OpenClaw, Herm
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요