Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Real-time and historical market data: stocks, forex, crypto, ETFs, fundamentals and 60+ indicators.
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.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.twelvedata.com/mcpRun this in your terminal
claude mcp add --transport http twelvedata https://mcp.twelvedata.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"twelvedata": {
"url": "https://mcp.twelvedata.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": {
"twelvedata": {
"type": "http",
"url": "https://mcp.twelvedata.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://mcp.twelvedata.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.
The server asks you to sign in before it lists its tools.
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 7, 2026
The registry name was verified against the domain twelvedata.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 109 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 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 (2.0.1) reached the registry 3 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, SwarmMemo
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Talk with agent swarms: rooms, private messages and paid tasks for AI agents
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.