Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Build surveys, read responses and make reports in SurveyNinja from an AI assistant.
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.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.surveyninja.io/mcp/v1터미널에서 이 명령어를 실행하세요
claude mcp add --transport http surveyninja https://mcp.surveyninja.io/mcp/v1프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"surveyninja": {
"url": "https://mcp.surveyninja.io/mcp/v1"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"surveyninja": {
"type": "http",
"url": "https://mcp.surveyninja.io/mcp/v1"
}
}
}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://mcp.surveyninja.io/mcp/v1메뉴 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.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 surveyninja.io 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
292ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
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 3개 중 3개를 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.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.0)은 11일 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, Dialyne
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.
Real phone calls in France for AI agents: dial +33 numbers, menus, hold, AI disclosure.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Quick start | Skills | Tools | What to ask | Connecting
The SurveyNinja MCP server and ready-made skills for your AI assistant. Describe a survey in plain words and the assistant builds it in your account, checks it before launch, reads the responses and prepares a report you can send.
Works in Claude, ChatGPT, Claude Code, Cursor, VS Code, Codex, Gemini CLI and other assistants that connect to remote MCP servers. Every SurveyNinja plan includes it, Free too.
You: Build a survey for our repair shop customers: rate the work and collect
contacts for a follow-up visit. AI: ✓ picked question types ✓ built 7 questions and 2 branches ✓ applied a theme The draft is ready and does not open by its link yet. Publish it?
https://mcp.surveyninja.io/mcp/v1 to your assistant. Steps for each assistant are below.The plugin adds the MCP server and every skill at once:
/plugin marketplace add surveyninjaio/surveyninja-mcp
/plugin install surveyninja@surveyninja
Then type /mcp, select the SurveyNinja server and sign in. The plugin is the plugin/ folder: the server and a copy of the skills, nothing else. Only the server, without the skills:
claude mcp add --transport http surveyninja https://mcp.surveyninja.io/mcp/v1
Claude on the web or in the desktop app: Settings → Connectors → Add custom connector. Enter a name, for example SurveyNinja, and the server address, click Add, then Connect, and allow access in SurveyNinja. On Claude Team and Enterprise an organization owner adds the connector first, then each member connects it.
ChatGPT: turn on developer mode in the ChatGPT settings (it is available on some ChatGPT plans), create a connector with the server address and OAuth authentication, then allow access in SurveyNinja.
One click:
Cursor
Add the server to ~/.cursor/mcp.json for all projects, or to .cursor/mcp.json for one project, then open the MCP section in the Cursor settings and sign in to the surveyninja server:
{
"mcpServers": { "surveyninja": { "url": "https://mcp.surveyninja.io/mcp/v1" } } }
VS Code
Add the server to .vscode/mcp.json in your project, start it from the file and sign in when VS Code asks. The server works in GitHub Copilot Chat in agent mode.
{
"servers": { "surveyninja": { "type": "http", "url": "https://mcp.surveyninja.io/mcp/v1" } } }
Gemini CLI
As an extension, with the server and the skills at once:
gemini extensions install https://github.com/surveyninjaio/surveyninja-mcp
Or only the server, in ~/.gemini/settings.json:
{
"mcpServers": { "surveyninja": { "httpUrl": "https://mcp.surveyninja.io/mcp/v1" } } }
If Gemini CLI does not offer to sign in by itself, run /mcp auth surveyninja.
Codex
Add the server to ~/.codex/config.toml:
[mcp_servers.surveyninja]
url = "https://mcp.surveyninja.io/mcp/v1"
Then run codex mcp login surveyninja: SurveyNinja opens in the browser, and you click Allow access. No key goes into the file. In the Codex app, add the server under Settings → MCP servers as Streamable HTTP and select Authenticate.
Any other client
Any client that connects to remote MCP servers over Streamable HTTP can use the same address. If it supports MCP sign-in (OAuth), it opens SurveyNinja for you to allow access. If it does not, pass an API key in a header:
Authorization: Bearer YOUR_API_KEY
The same configs as files are in clients/, and every step with troubleshooting is in docs/connect.md.
| Server | https://mcp.surveyninja.io/mcp/v1, Streamable HTTP, nothing to deploy on your side |
| Sign-in | Allow access (OAuth): one workspace you choose, the assistant renews access by itself. Or an API key from Settings → API / MCP: every workspace where you are the owner or a member |
| Tools | 173+: 63 only read, 72 delete or overwrite data and are marked. Full list |
| Permissions | Yours: the assistant can do what your role and your plan allow, nothing more |
| Plans | Every plan, Free included |
| Limits | 180 requests per minute per user; links to exported files work for one hour |
Surveys. Create a survey from scratch, from a template or with AI. Edit questions, logic, design and settings, then publish.
Responses. Read responses, tag them and keep the account clean.
Reports. Summary, report, report with filters and AI report. Exports to CSV, Excel, Word, SPSS and PDF, public links to share results.
Delivery. Notifications, webhooks, integrations and invitations to the team.
The full list by section is in docs/tools.md, starter phrases in docs/prompts.md.
A skill is a ready-made playbook for the assistant. You ask “sort out the open-ended answers”, and the skill tells it which tools to call, in what order and how to present the result. Skills are text instructions with no code: nothing gets installed or run. Each one is also on surveyninja.io/skills with examples of the result.
| Skill | What you get | Download |
|---|---|---|
| Build a survey from a brief | Describe what you need in plain words, and the assistant builds the survey in your SurveyNinja account as a draft | ZIP |
| Skip logic and branching | Sets up survey logic so that no respondent ever hits a dead end | ZIP |
| Rewrite survey copy | Rewrites your questions so people finish the survey, starting from the data rather than taste | ZIP |
| Distribute the survey | Gets the survey ready to hand out so you can still tell which channel each response came from | ZIP |
| Launch kit | Puts the whole launch together at once: labeled links, announcement copy for each channel and a QR code | ZIP |
| Skill | What you get | Download |
|---|---|---|
| Pre-launch check | Finds what will break on real respondents while the link is still unsent | ZIP |
| Data quality check | Tells you whether the responses can be trusted before anyone builds conclusions on them | ZIP |
| Skill | What you get | Download |
|---|---|---|
| Survey results summary | Answers "so what did the survey say" with figures and a conclusion instead of a raw export | ZIP |
| Analyze open-ended answers | Turns a hundred lines of free text into a handful of themes with numbers and quotes | ZIP |
| Completion funnel | Shows which question makes people close the tab, and why | ZIP |
| A/B variant analysis | Tells you whether the difference between variants is real or just noise | ZIP |
| Comparing with past results | Compares a survey with its own past, because one figure means little and a change says a lot | ZIP |
| How many responses you need | Tells you whether what you have is enough and how many more responses you need before conclusions hold | ZIP |
| Survey timeline | Answers “why did responses stop” by lining up collection against the edit history | ZIP |
| Comparing traffic sources | Shows which channel brought the right people and which only brought numbers | ZIP |
| Results for the client | Turns survey results into something you can send: a link, a file or a report with conclusions | ZIP |
| Report and survey styling | Tidies up what people see from outside: the survey theme, the report colors and the logo | ZIP |
| Skill | What you get | Download |
|---|
| New response notifications | Sets up where new responses are announced, by email or in Telegram, and fixes it when they stop arriving | [ZIP](https://surveyninja.io/skills/answer-notificati
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