Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
台灣 AI 工具價格:AI 訂閱與 API 費用換算新台幣。台灣繁體中文 MCP 工具。
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://aitools.penguindriver.com/mcpRun this in your terminal
claude mcp add --transport http aitools https://aitools.penguindriver.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aitools": {
"url": "https://aitools.penguindriver.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"aitools": {
"type": "http",
"url": "https://aitools.penguindriver.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://aitools.penguindriver.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
compare_ai_subscriptions比較 ChatGPT、Claude、Google AI(Gemini/NotebookLM)、Perplexity、Microsoft 365 Copilot 等 AI 訂閱方案在台灣的新台幣價格與功能,附官方出處。
get_ai_api_pricing查詢 AI API 官方價格(文字模型每百萬 tokens、繪圖每張、影片每秒、語音),並換算新台幣。
estimate_ai_api_cost_twd估算使用某個 AI 模型 API 的花費(美元與新台幣)。文字模型給 input_tokens/output_tokens,繪圖給 images,影片給 seconds,語音給 characters。
compare_agent_platforms比較 AI 代理工作流平台(n8n、Make、Zapier、Dify、Coze、Copilot Studio、Agent SDK):自架、價格、MCP 支援、繁中介面;也回傳台灣可用的自主 AI 助理。
get_taiwan_ai_guidance台灣專題:notebooklm(團隊協作與額度)、gemini(台灣價格、學生優惠)、deepseek(政府禁令與企業合規部署)。
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026
The registry lists no source repo, so we cannot match the publisher (penguindriver.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 5 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 41 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Statuser
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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No README found in the repo