Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Real-time and historical market data: stocks, forex, crypto, ETFs, fundamentals and 60+ indicators.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.twelvedata.com/mcp在终端中运行这条命令
claude mcp add --transport http twelvedata https://mcp.twelvedata.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"twelvedata": {
"url": "https://mcp.twelvedata.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"twelvedata": {
"type": "http",
"url": "https://mcp.twelvedata.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://mcp.twelvedata.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
服务器要求先登录,才会列出它的工具。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过域名 twelvedata.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 109 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(2.0.1)于3天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, First Sale Scout
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Playbooks and a 14-day checklist for founders winning their first paying customers.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Connect Claude, ChatGPT, and other AI assistants to the Twelve Data financial API — real-time and historical prices, 60+ technical indicators, fundamentals, earnings, dividends, ETFs, company news, market movers, and more.
You need a Twelve Data account. Sign up at twelvedata.com.
There are two ways to use it. Most people should use the cloud server (Option 1) — there is nothing to install.
Connect your AI assistant to our hosted server:
https://mcp.twelvedata.com/mcp
That's it. No installation, no API key to copy and paste. When you connect, a browser window opens and you log in with your Twelve Data account — your personal API key is linked automatically and stays tied to your account.
Claude (Desktop / Web) and ChatGPT support custom connectors / MCP servers:
https://mcp.twelvedata.com/mcp.The exact menu names differ between apps and versions, but the flow is always the same: add the URL, then log in via the browser popup.
The MCP host does not issue tokens. The connector URL is https://mcp.twelvedata.com/mcp. The client must follow that URL's protected-resource metadata to the authorization server named there. Do not point a connector at the host root (it answers 404), or at this host's /register or /.well-known/oauth-authorization-server.
Perplexity Pro, Max, and Enterprise users can add the hosted server as a custom remote connector. That is a per-account setup, not a listing in Perplexity's public curated directory.
Twelve Data and MCP Server URL to https://mcp.twelvedata.com/mcp.Each person signs in with their own Twelve Data account. If an Enterprise admin shares the connector, require individual authentication for each member. Do not paste a Twelve Data API key into the connector's API Key authentication field.
If the OAuth window is blocked, login fails, or tools stop after idle time, open the Twelve Data connector, disable it, enable it again, and sign in. Reconnect this way rather than switching the connector to API Key auth. Confirm the URL is exactly https://mcp.twelvedata.com/mcp with no trailing slash, and that the Twelve Data plan includes the requested data. See Perplexity's custom remote connector guide for the current settings screens.
Add the hosted MCP server to Codex without installing this repository or copying an API key:
codex mcp add twelvedata --url https://mcp.twelvedata.com/mcp
codex mcp list
The add command starts OAuth: complete the Twelve Data sign-in in your browser. If you need to authorize again later, run codex mcp login twelvedata. In Codex, use /mcp to check the connection, then ask: *"Use Twelve Data to get the latest quote for AAPL."* and *"Use Twelve Data to show AAPL RSI."* To disconnect, run codex mcp remove twelvedata.
The public plugin repository is https://github.com/MazeBraker/twelvedata-skills. It installs the skills and the same hosted MCP:
codex plugin marketplace add https://github.com/MazeBraker/twelvedata-skills
codex plugin add twelvedata@twelvedata-skills
Prefer to run the server on your own machine? You only need your Twelve Data API key — no OAuth setup. Get it at twelvedata.com → your dashboard → API Keys.
Requires Python 3.10+ (3.12 recommended; on macOS brew install python@3.12 or make python-install).
make install
Create a .env file in the project root with your key, readable only by you:
echo 'TWELVE_DATA_API_KEY=your_api_key_here' > .env
chmod 600 .env
The server reads the key from .env and every request uses it. No login step needed.
Claude Desktop — add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": { "twelvedata": { "command": "/path/to/mcp/.venv/bin/python", "args": ["/path/to/mcp/src/server.py"] } } }
Use the .venv/bin/python path (not the system Python — macOS ships 3.9, and this server needs 3.10+). Restart Claude Desktop after editing the config.
Claude Code:
claude mcp add twelvedata -- /path/to/mcp/.venv/bin/python /path/to/mcp/src/server.py
make run # serves http://localhost:8000/mcp
claude mcp add --transport http twelvedata http://localhost:8000/mcp
docker build -t twelvedata-mcp .
docker run --rm --env-file .env -p 127.0.0.1:8000:8000 twelvedata-mcp
--env-file keeps the key out of your shell history. Connect to http://localhost:8000/mcp as in step 4. OAuth login is not supported in Docker.
make run and Docker serve /mcp with no authentication, on 0.0.0.0 by default.auth_status and oauth_configure. That includes a web page you open, through DNS rebinding, because the default bind checks neither the Host nor the Origin header.MCP_HOST=127.0.0.1 make run keeps the server local and turns on the MCP SDK's Host and Origin check.MCP_HOST=127.0.0.1, ngrok works only when started with --host-header=rewrite.Call auth_status from your client first. It shows whether an API key is configured, the stored token, the detected host and the redirect URI — usually enough to see what is missing.
Symbol formats: stocks AAPL, crypto BTC/USD, forex EUR/USD.
Running your own public instance or setting up a dedicated OAuth login? That's a partner arrangement — reach out to us at twelvedata.com and we'll provide the setup guide and OAuth credentials.