DAG Studio MCP server

DAG Studio is the official remote MCP server from blackswancausallabs.com. It answers at https://dagstudio-mcp.blackswancausallabs.com/mcp over streamable HTTP and asks you to sign in with your blackswancausallabs.com account before it lists its tools, so your client opens a login the first time it connects. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 18 October 2026, got the sign-in challenge, so it is up.

Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.

Description as the publisher wrote it.

What DAG Studio needs before it works

A sign-in. The server refused to list its tools to an anonymous client and answered with an authentication challenge, which is how an MCP server protected by OAuth behaves. Add it with one of the setups below; the first connection opens a login for your blackswancausallabs.com account, and the tools appear once you have approved it.

Add DAG Studio to your AI client

Every block below points at https://dagstudio-mcp.blackswancausallabs.com/mcp. Pick your client and copy.

claude mcp add --transport http dag-studio https://dagstudio-mcp.blackswancausallabs.com/mcp

{
  "mcpServers": {
    "dag-studio": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://dagstudio-mcp.blackswancausallabs.com/mcp"]
    }
  }
}

{
  "mcpServers": {
    "dag-studio": {
      "url": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

{
  "servers": {
    "dag-studio": {
      "type": "http",
      "url": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

{
  "context_servers": {
    "dag-studio": {
      "url": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "dag-studio": {
      "serverUrl": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "dag-studio": {
      "url": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

name: DAG Studio
version: 0.0.1
schema: v1
mcpServers:
  - name: DAG Studio
    type: streamable-http
    url: https://dagstudio-mcp.blackswancausallabs.com/mcp

{
  "mcpServers": {
    "dag-studio": {
      "httpUrl": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "dag-studio": {
      "type": "http",
      "url": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "dag-studio": {
      "url": "https://dagstudio-mcp.blackswancausallabs.com/mcp"
    }
  }
}

goose://extension?url=https%3A%2F%2Fdagstudio-mcp.blackswancausallabs.com%2Fmcp&type=streamable_http&id=dag-studio&name=DAG%20Studio

Is DAG Studio up right now?

It answered our last check on 18 October 2026 in 251 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to DAG Studio

Questions about DAG Studio

Is there an official DAG Studio MCP server?

Yes. It is published by blackswancausallabs.com and served from dagstudio-mcp.blackswancausallabs.com, the vendor's own domain: https://dagstudio-mcp.blackswancausallabs.com/mcp.

How do I sign in to DAG Studio?

Add the server with a setup above. The first time your client connects it opens the sign-in page for blackswancausallabs.com; approve it and the tools load.

Is DAG Studio down?

It answered our last check on 18 October 2026 in 251 ms. Over 10 checks since 4 September 2026 it answered 10.

How do I add DAG Studio to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://dagstudio-mcp.blackswancausallabs.com/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does DAG Studio need an API key?

It needs a sign-in rather than a key you paste: the server answered with an authentication challenge, so your client runs the login when it first connects.

Where this comes from

Publisher: com.blackswancausallabs. Endpoint host: dagstudio-mcp.blackswancausallabs.com. ARD identifier: urn:air:com.blackswancausallabs:mcp:dagstudio-mcp. First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.