MCP MCP Server

If you already use MCP, the mcp mcp server is the piece that lets your assistant work with it directly. # mcp-dagster: A Dagster MCP Server > The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. This.

What the server does

A Model Context Protocol server that enables AI agents to interact with Dagster instances, explore data pipelines, monitor runs, and manage assets. It serves as a bridge between LLMs and your data engineering workflows.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

• list_repositories — Lists all available Dagster repositories
• list_jobs — Lists all jobs in a specific repository
• list_assets — Lists all assets in a specific repository
• recent_runs — Gets recent Dagster runs (default limit: 10)
• get_run_info — Gets detailed information about a specific run
• launch_run — Launches a Dagster job run
• materialize_asset — Materializes a specific Dagster asset
• terminate_run — Terminates an in-progress Dagster run
• get_asset_info — Gets detailed information about a specific asset
• Tools — The server implements several tools for Dagster interaction:

Installation

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

Where it fits

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. MCP's toolset — list_repositories, list_jobs, list_assets and 7 more — is a fair guide to whether it matches your workflow. It is maintained by kyryl-opens-ml; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against MCP's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Worth knowing first

• It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
• With 10 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch MCP.
• Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.