Koskamo

Misata MCP

An open-source MCP server that generates relational synthetic data from declarative schemas, DDL, or plain English descriptions. It ensures data integrity by enforcing constraints like foreign keys, CHECK rules, and revenue curves, then provides a DuckDB-based attestation to verify the generated data meets all declared invariants. It supports seeding databases and creating realistic test data without requiring real data or API keys.

Visit Misata Studio

Package and access

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

Misata MCP logo, by Misata StudioCommunity listingLocal stdioSource reviewed; not executedPublished by Misata Studio
You need:pip install misatapip install "misata[mcp]"
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 74 GitHub stars

What you can do with it

  • Seeding development and CI databases with valid relational data
  • Generating test data for AI agents and text-to-SQL models
  • Creating realistic demo data for product tours and dashboards
  • Building ground truth datasets for analytics and pipeline testing

Source and maintenance

Community listingRegistry 0.9.8MIT
mcp-registry: io.github.rasinmuhammed/misata@0.9.8Source repositoryProject website
Last repository push
Latest release
v0.9.8.1
Maintenance checked

Packages and installation

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

misata 0.9.8

pypiuvx
misata package definition
{
  "version": "0.9.8",
  "transport": "stdio",
  "identifier": "misata",
  "runtimeHint": "uvx",
  "registryType": "pypi"
}

Tools

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

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

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": {
    "misata-mcp": {
      "command": "uvx",
      "args": [
        "misata==0.9.8"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "misata-mcp": {
      "command": "uvx",
      "args": [
        "misata==0.9.8"
      ]
    }
  }
}

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": {
    "misata-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "misata==0.9.8"
      ]
    }
  }
}

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": {
    "misata-mcp": {
      "command": "uvx",
      "args": [
        "misata==0.9.8"
      ]
    }
  }
}

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