Misata MCP Server

You declare the outcome. Misata generates the data that provably matches it. Realistic, relational rows that hit exact revenue curves, fraud rates, referential integrity, and statistical structure. From a sentence, YAML, or your database. No real data, no ML model. It runs locally over stdio via the published package.

People who work with data engineering, database seeding and developer tools and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-16 · ★ 68 · #12 OF 168 MAINTAINED DEVELOPER TOOLS · VERIFIED 2026-09-18

MIT · Python servers · how we verify → /methodology

01 · Install Misata

before you install - you'll need

The README does not document required environment variables for a basic install.

Claude Code

claude mcp add rasinmuhammed-misata -- uvx misata

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "rasinmuhammed-misata": {
      "command": "uvx",
      "args": [
        "misata"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package misata - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.rasinmuhammed is GitHub-verified and matches the repo owner

03 · What Misata can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.9.6.59 · 2026-09-16

GCC locale support, and the Dubai bug it exposed · Five new Gulf locale packs: ar_QA, ar_AE, ar_KW, ar_BH, ar_OM, each · with sourced salary, currency, national-ID, bank, and city data, and the · right Faker fallback…

v0.9.6.53 · 2026-09-10

The MCP server proves the data, not just the joins · generate_from_schema and generate_dataset already returned a foreign-key · integrity report. They now also fold a coherence score (0-100) and its findings · into the…

v0.9.6.52 · 2026-09-06

A model override can no longer cross providers · Found in production. A deployment carrying MISATA_MODEL=llama-3.3-70b-versatile · from a Groq setup switched its provider to Mercury, and that Groq model id went…

04 · Who maintains Misata

misata is maintained by rasinmuhammed. It's the only MCP server we track from this author; the repo dates to Dec 2025.

05 · Facts

repository: github.com/rasinmuhammed/misata
category: developer tools - ranked #12 of 168 actively-maintained developer tools servers as of 2026-09-18.
release cadence: 10+ releases in the last 90 days (latest 2026-09-16)
registry: io.github.rasinmuhammed/misata (active, first published 2026-05-10 · 3 versions)
packages: pypi:misata

06 · Misata FAQ

What is Misata?

Is Misata still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-16 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Misata?

Run `uvx misata`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does Misata run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Misata

Alternatives to Misata

Maintained developer tools servers if Misata isn't the fit.

Pairs well with

Servers that cover what Misata doesn't - only shown when the pairing reason fits the companion.

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