Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Build surveys, read responses and make reports in SurveyNinja from an AI assistant.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://mcp.surveyninja.io/mcp/v1ターミナルでこれを実行します
claude mcp add --transport http surveyninja https://mcp.surveyninja.io/mcp/v1プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"surveyninja": {
"url": "https://mcp.surveyninja.io/mcp/v1"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"surveyninja": {
"type": "http",
"url": "https://mcp.surveyninja.io/mcp/v1"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://mcp.surveyninja.io/mcp/v1メニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーは、ツール一覧を表示する前にサインインを求めます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名はドメイン surveyninja.io で確認済みです(レジストリがドメインの所有を確認しています)
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
292ミリ秒で応答(HTTP 401)
OAuthでのサインインに対応しているため、AIアプリがログイン画面へ案内してくれます
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック3項目のうち3項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.0.0)がレジストリに届いたのは11 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Aiterm MCP
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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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