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 6일 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, Symantec Cloud DLP AIops
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
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