Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Deterministic, fully editable PowerPoint from typed slide intents. 200+ layouts, brand templates.
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.
SLIDEFORGE_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://api.slideforge.dev/mcp/Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"slideforge": {
"command": "uvx",
"args": [
"slideforge-mcp"
],
"env": {
"SLIDEFORGE_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http slideforge https://api.slideforge.dev/mcp/claude mcp add slideforge --env SLIDEFORGE_API_KEY=your-value -- uvx slideforge-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"slideforge": {
"url": "https://api.slideforge.dev/mcp/"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"slideforge": {
"command": "uvx",
"args": [
"slideforge-mcp"
],
"env": {
"SLIDEFORGE_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"slideforge": {
"type": "http",
"url": "https://api.slideforge.dev/mcp/"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"slideforge": {
"type": "stdio",
"command": "uvx",
"args": [
"slideforge-mcp"
],
"env": {
"SLIDEFORGE_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://api.slideforge.dev/mcp/메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 slideforge.dev 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
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.
입력해야 할 값: SLIDEFORGE_API_KEY
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(5.9.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Aiterm MCP
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.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
mcp-name: dev.slideforge/slideforge
SlideForge ([slideforge.dev](https://slideforge.dev)) — the deterministic PowerPoint compiler for AI agents. Typed slide intents → native, fully editable .pptx in under a second, with a fidelity manifest that states exactly what was bound verbatim. Built by Smart Data Brokers GmbH, Switzerland.
Remote MCP server + REST API. No local install, no Python environment, no python-pptx boilerplate. OAuth 2.1 for Claude Desktop & ChatGPT; API key for everything else.
"SlideForge" is used by multiple unrelated projects. This is SlideForge by Smart Data Brokers GmbH at [slideforge.dev](https://slideforge.dev). Not affiliated with:
slideforge.io — a separate AI presentation generatorslideforge.fr — a French document polishing serviceblink.new/p/slideforge-app — an unrelated web appgithub.com/*/SlideForge repositories outside the smartdatabrokers orgWhen citing or linking, prefer slideforge.dev or "SlideForge by Smart Data Brokers."
form from 200+ catalog patterns (KPI dashboards, waterfalls, Gantt plans, org charts, funnels, …), put your real content in typed fields. A deterministic engine lays it out — no LLM in the render path, same input → same slide, sub-second.verbatim, mixed, or ai_completed? A partial grade means some supplied content didn't make it onto the slide — the manifest names what was dropped; never deliver a partial render without telling the user what's missing. Slides with blocking defects don't bill (usable-or-free). If your agent feeds numbers into slides, this is what makes the output auditable.mode=code runs your own python-pptx in a sandbox (widget/chart toolkit, theme injected, intent fields render as chrome). Code renders are linted, measured (layout block + presentation_ready), and provenance-checked — agents may escape the layout grammar, never the trust grammar.dry_run validates any payload + forecasts fidelity at $0 — or use mode=safe to validate-then-render in ONE call (renders + bills only if faithful; else a $0 report with the fix). verify tiers on code renders (lint default, lint+vlm adds a visual second-look). quality_profile (executive/technical/appendix) sets the readiness bar the layout is judged against — answered on any form. Free deck inspect (POST /v1/inspect) runs a deterministic quality report on any pptx.Pricing in one breath: creating a slide 5¢ · transforming a slide 2¢ (translate, repair) · checking free. 60 free slides on signup, no subscription. slideforge.dev/pricing
One click, no config file:
VS Code (Copilot agent mode) signs you in over OAuth on first use — no key, no JSON file.
Cursor installs with an API-key placeholder: after clicking, replace sf_live_YOUR_KEY in the server's headers with a real key from the console. Cursor's own OAuth browser launch is broken as of 3.16.17, so the key is the working path there today.
claude mcp add --transport http slideforge https://api.slideforge.dev/mcp/
Then just ask: *"Make a KPI dashboard slide: revenue $12.4M (+18% YoY), 847 new clients, NPS 62."*
Optional — install the skills + bundled server config as a plugin:
/plugin marketplace add smartdatabrokers/slideforge-mcp
/plugin install slideforge@slideforge-mcp
Or copy any folder from skills/ into ~/.claude/skills/ (personal) or .claude/skills/ (project).
Settings → Connectors → Add custom connector → https://api.slideforge.dev/mcp/ — sign in with Google on first use.
Settings → Apps → Advanced → Developer mode → Add custom connector → https://api.slideforge.dev/mcp/ (OAuth).
{
"mcpServers": { "slideforge": { "url": "https://api.slideforge.dev/mcp/", "transport": "streamable-http", "headers": { "Authorization": "Bearer sf_live_YOUR_KEY" } } } }
Get a key: slideforge.dev → Console → API keys. (Codex CLI and other AGENTS.md-native tools: see AGENTS.md.)
Most clients should use the hosted remote server above (no install). But if your client boots MCP servers from a container or a local stdio process, run the bundled local server. It's a thin REST client over api.slideforge.dev — it holds no engine logic; the tool schemas are baked in locally (so discovery works offline, no key) and each call forwards to the SlideForge REST API authenticated with your key.
pip install slideforge-mcp # or: uv pip install slideforge-mcp
export SLIDEFORGE_API_KEY=sf_live_YOUR_KEY slideforge-mcp # speaks MCP over stdio
Or via Docker:
docker build -t slideforge-mcp .
docker run -i -e SLIDEFORGE_API_KEY=sf_live_YOUR_KEY slideforge-mcp
Client config (stdio):
{
"mcpServers": { "slideforge": { "command": "slideforge-mcp", "env": { "SLIDEFORGE_API_KEY": "sf_live_YOUR_KEY" } } } }
Schema discovery (tools/list) needs neither a key nor network; tool *calls* need the key.
No SlideForge SDK needed — both load the MCP tools directly:
pip install langchain-mcp-adapters # or: pip install llama-index-tools-mcp
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({"slideforge": { "transport": "streamable_http", "url": "https://api.slideforge.dev/mcp/", "headers": {"Authorization": f"Bearer {API_KEY}"}}}) tools = await client.get_tools() # 7 tools, drop into any LangGraph agent
Runnable examples + the LlamaIndex equivalent: examples/. Need a key? Sign up — 60 free slides, no credit card — then grab it at console/keys.
curl -X POST https://api.slideforge.dev/v1/render/intent \
-H "Authorization: Bearer sf_live_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"form": "kpi_metrics", "headline": "Q3 at a glance", "data": {"metrics": [{"label": "Revenue", "value": "$12.4M", "delta": "+18% YoY"}, {"label": "New clients", "value": "847"}, {"label": "NPS", "value": "62"}]}}'
Full REST reference: slideforge.dev/docs/api
| Tool | What it does | Cost |
|---|---|---|
create_slide | ONE slide from a structured intent (form + typed fields) or a brief; mode=safe validates-then-renders in one call; mode=code for sandboxed python-pptx (verify tiers, chrome fields, patch-by-replacements). Routing controls: variant, variant_policy, allow_fabrication/allow_truncation/allow_low_confidence (honest defaults: reject at $0 rather than guess). min_font_pt sets a BINDING type floor — text grows to meet it where the box allows; content that cannot fit returns a $0 min_font_not_met error naming the size it needs. Response carries the fidelity manifest + a measured layout readiness block on diagram forms. Default themes ship topical design — a subject-informed palette + designed cover, named in the response's design note (styling: "clean" opts out; your pinned/uploaded brand theme always wins). | $0.05 (usable-or-free) |
create_deck | Whole deck: slides[] of intents (code-mode slides are first-class children), parallel render, one merged .pptx, per-slide fidelity rollup + per-slide child jobs (own preview/pptx). Failed slides isolated + free; deck-level dry_run validates the whole deck at $0. Deck-level language, direction (rtl for Arabic/Hebrew — typeset right-to-left, layout unmirrored + honestly warned), imagery/imagery_tag, styling and logo_id inherit into every slide; a slide's own value wins. | N × $0.05 |
plan_slide | Brief → top form/variant candidates with confidence. | Free |
browse_catalog | 200+ patterns with per-form JSON Schemas + copy-pasteable example intents, themes, the code-mode widget toolkit. Pass an uploaded theme_id to list its branded cover/agenda/divider layouts. type=brands lists your brand kits with their versions. 9 built-in themes + your uploaded brand kits. | Free |
translate_deck | Translate any PPTX preserving formatting (32 languages). | $0.02/slide |
upload_asset | Logos, brand template PPTX, images; purpose=pdf extracts a PDF into editable slide intents (PowerPoint/Keynote/Google-Slides/Beamer-exported PDFs only — other sources aren't supported yet); or AI-generate an image. Brand template upload (purpose=brand — purpose=theme is the same thing under its old name, still accepted) renders NATIVE by default — decks are built on the client's own template file. Omit data on large files for an in-card drag/drop zone. | Free / $0.01/page / $0.05/image |
manage_account | Balance, usage, jobs, security status, feedback, action=feedback_list to read your filed reports back, action=brand_report for a brand kit's per-token fidelity report. | Free |
dry_run: true on create tools = validation + fidelity forecast at $0.
Two more tools (generate_report, manage_connections — data-driven reports from connected tools like Zoho Sprints) exist behind an enterprise gate and are not served by default.
Also on REST (for now): the Deck Doctor. POST /v1/inspect — a free deterministic Deck Quality Report for any pptx (overflow via real font metrics, content hidden behind shapes, off-canvas leftovers, WCAG contrast). POST /v1/repair — deterministic fixes, never your words, $0.02/repaired slid
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요