Dagster MCP Server for Cline 6 tools — connect in under 2 minutes
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire Dagster through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Dagster and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"dagster": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Dagster MCP Server
Connect your Dagster (Plus or open-source) instance to any AI agent and take full control of your data orchestration and asset management through natural conversation.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including Dagster tool calls without waiting for prompts between steps. Connect 6 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
What you can do
- Job Orchestration — List and audit all data jobs available in your Dagster server to understand active pipeline boundaries
- Run Monitoring — Fetch chronological history of recent job runs and retrieve detailed status and execution logs for specific run IDs
- Asset Tracking — Enumerate software-defined assets to identify data dependencies and verify physical storage mappings
- Schedules & Sensors — List all configured job schedules and active sensors listening for external events to audit automation triggers
- Environment Audit — Identify deployment boundaries and verify instance connectivity across Dagster Plus or self-hosted clusters
The Dagster MCP Server exposes 6 tools through the Vinkius. Connect it to Cline in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Dagster to Cline via MCP
Follow these steps to integrate the Dagster MCP Server with Cline.
Open Cline MCP Settings
Click the MCP Servers icon in the Cline sidebar panel
Add remote server
Click "Add MCP Server" and paste the configuration above
Enable the server
Toggle the server switch to ON
Start using Dagster
Ask Cline: "Using Dagster, help me...". 6 tools available
Why Use Cline with the Dagster MCP Server
Cline provides unique advantages when paired with Dagster through the Model Context Protocol.
Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts
Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window
Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation
Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing
Dagster + Cline Use Cases
Practical scenarios where Cline combined with the Dagster MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from Dagster and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use Dagster tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from Dagster and generates snapshot tests or mocks based on actual payloads
Incident response: query Dagster for real-time status and let Cline generate hotfix patches based on the findings
Dagster MCP Tools for Cline (6)
These 6 tools become available when you connect Dagster to Cline via MCP:
get_run
Get run details from Dagster
list_assets
List all assets from Dagster
list_jobs
List all jobs from Dagster
list_runs
List recent runs from Dagster
list_schedules
List all schedules from Dagster
list_sensors
List all sensors from Dagster
Example Prompts for Dagster in Cline
Ready-to-use prompts you can give your Cline agent to start working with Dagster immediately.
"List all jobs in my Dagster deployment"
"Show me the status of the last 5 runs"
"What assets are currently defined in my project?"
Troubleshooting Dagster MCP Server with Cline
Common issues when connecting Dagster to Cline through the Vinkius, and how to resolve them.
Server shows error in sidebar
Dagster + Cline FAQ
Common questions about integrating Dagster MCP Server with Cline.
How does Cline connect to MCP servers?
Can Cline run MCP tools without approval?
Does Cline support multiple MCP servers at once?
Connect Dagster with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Dagster to Cline
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.