model2data studio MCP

An MCP server for model2data studio that allows AI agents to list and describe data projects, preview up to 50 rows per table, and generate realistic synthetic data seeds from a schema. It enables agents to write full datasets and read rows back, supporting workflows where agents build dbt projects or dashboards before real data is available.

Visit JB Analytica

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by JB Analytica

Vendor documentation

What you can do with it

List and describe existing data models
Preview up to 50 rows per table
Generate synthetic data seeds for dbt projects
Read generated rows back into the agent context

Source and maintenance

Community listingRegistry 0.1.0

mcp-registry: io.github.JB-Analytica/model2data-studio@0.1.0 Project website

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

model2data-studio 0.1.0

pypiuvx

model2data-studio package definition

{
  "version": "0.1.0",
  "transport": "stdio",
  "identifier": "model2data-studio",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp",
      "description": "The subcommand that starts the MCP server over stdio."
    }
  ],
  "runtimeArguments": [
    {
      "name": "--from",
      "type": "named",
      "value": "model2data-studio[mcp]",
      "description": "The MCP SDK is an optional extra of the package."
    }
  ],
  "environmentVariables": [
    {
      "name": "MODEL2DATA_STUDIO_KEY",
      "format": "string",
      "isRequired": true,
      "description": "A studio API key, created in the studio's account menu (Pro plan)."
    },
    {
      "name": "MODEL2DATA_STUDIO_URL",
      "format": "string",
      "default": "https://studio.jbanalytica.com",
      "description": "The studio to talk to. Only for a self-hosted studio."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "model2data-studio-mcp": {
      "command": "uvx",
      "args": [
        "model2data-studio==0.1.0",
        "mcp"
      ],
      "env": {
        "MODEL2DATA_STUDIO_KEY": "<YOUR_MODEL2DATA_STUDIO_KEY>",
        "MODEL2DATA_STUDIO_URL": "<YOUR_MODEL2DATA_STUDIO_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "model2data-studio-mcp": {
      "command": "uvx",
      "args": [
        "model2data-studio==0.1.0",
        "mcp"
      ],
      "env": {
        "MODEL2DATA_STUDIO_KEY": "<YOUR_MODEL2DATA_STUDIO_KEY>",
        "MODEL2DATA_STUDIO_URL": "<YOUR_MODEL2DATA_STUDIO_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "model2data-studio-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "model2data-studio==0.1.0",
        "mcp"
      ],
      "env": {
        "MODEL2DATA_STUDIO_KEY": "<YOUR_MODEL2DATA_STUDIO_KEY>",
        "MODEL2DATA_STUDIO_URL": "<YOUR_MODEL2DATA_STUDIO_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "model2data-studio-mcp": {
      "command": "uvx",
      "args": [
        "model2data-studio==0.1.0",
        "mcp"
      ],
      "env": {
        "MODEL2DATA_STUDIO_KEY": "<YOUR_MODEL2DATA_STUDIO_KEY>",
        "MODEL2DATA_STUDIO_URL": "<YOUR_MODEL2DATA_STUDIO_URL>"
      }
    }
  }
}

Let your agent find its tools

Find servers like model2data studio MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows

See all 7,692