How do I install the jetty.io mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

It reads `DATABASE_URL`, `ADMIN_AUTH_TOKEN` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Jetty.Io MCP Server

Work on dataset metadata with MLCommons Croissant validation and creation.

Local serverstdioPython

What is the Jetty.Io MCP Server?

Work on dataset metadata with MLCommons Croissant validation and creation.

What Jetty.Io does

A Python-based service for managing ML model provenance and lineage, built with FastAPI and SQLAlchemy. Support for Croissant metadata validation.

Key capabilities

Dataset management with collection support
Entity tracking
Activity logging
Provenance relationships tracking
RESTful API endpoints

Requirements

Python 3.12+ - uv (Python package manager)

Practical notes

Written in Python.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Jetty.Io MCP Server

{
  "mcpServers": {
    "mlcbakery": {
      "command": "uvx",
      "args": ["poetry"],
      "env": {
        "DATABASE_URL": "your-value",
        "ADMIN_AUTH_TOKEN": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

Python 3.12+ - uv (Python package manager)

Variable	Description	Required
DATABASE_URL	Endpoint or connection string the server talks to.	Yes
ADMIN_AUTH_TOKEN	Credential the server authenticates with.	Yes

Example prompts to try

“Use Jetty.Io to ReDoc.”
“Use Jetty.Io to ADMIN AUTH TOKEN.”
“Use Jetty.Io to JWT VERIFICATION STRATEGY.”

Frequently asked questions

Work on dataset metadata with MLCommons Croissant validation and creation. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.