Dagger (Programmable CI) MCP Server for VS Code CopilotGive VS Code Copilot instant access to 10 tools to Execute Graphql Query, Query Cache Volume, Query Container, and more
GitHub Copilot in VS Code is the most widely adopted AI coding assistant, embedded directly into the world's most popular code editor. With MCP support in Agent mode, Copilot can access external data and APIs to generate context-aware code grounded in real-time information.
Ask AI about this MCP Server for VS Code Copilot
The Dagger (Programmable CI) MCP Server for VS Code Copilot is a standout in the Loved By Devs category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
{
"mcpServers": {
"dagger-programmable-ci": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Dagger (Programmable CI) and 4,000+ MCP Servers from a single visual interface.





* 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 Dagger (Programmable CI) MCP Server
Connect to the Dagger Engine to orchestrate your delivery pipelines using a powerful, programmable GraphQL API. This server allows your AI agent to interact directly with Dagger's Directed Acyclic Graph (DAG) of operations.
GitHub Copilot Agent mode brings Dagger (Programmable CI) data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 10 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.
What you can do
- Container Orchestration — Initialize scratch containers, pull images, and manage OCI-compatible states.
- GraphQL Workflows — Execute raw GraphQL queries to compose complex build and test logic dynamically.
- Source Control — Query Git repositories and host environments to pull source code into your pipelines.
- Resource Management — Handle secrets securely, manage persistent cache volumes, and fetch remote files via HTTP.
- Module Inspection — Query the current module state and engine version to ensure environment consistency.
The Dagger (Programmable CI) MCP Server exposes 10 tools through the Vinkius. Connect it to VS Code Copilot in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 10 Dagger (Programmable CI) tools available for VS Code Copilot
When VS Code Copilot connects to Dagger (Programmable CI) through Vinkius, your AI agent gets direct access to every tool listed below — spanning ci-cd, container-orchestration, pipeline-automation, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Execute graphql query on Dagger (Programmable CI)
You can chain fields to create a Directed Acyclic Graph (DAG) of operations. Execute a raw GraphQL query against the Dagger engine
Query cache volume on Dagger (Programmable CI)
Constructs a cache volume
Query container on Dagger (Programmable CI)
Creates a scratch container and returns its ID
Query current module on Dagger (Programmable CI)
Queries the current module
Query directory on Dagger (Programmable CI)
Creates an empty directory and returns its ID
Query git on Dagger (Programmable CI)
Queries a Git repository
Query host on Dagger (Programmable CI)
Queries the host environment
Query http on Dagger (Programmable CI)
Returns a file from a URL
Query secret on Dagger (Programmable CI)
g., env://VAR_NAME, file://PATH, cmd://COMMAND). Creates a new secret
Query version on Dagger (Programmable CI)
Get the Dagger Engine version
Connect Dagger (Programmable CI) to VS Code Copilot via MCP
Follow these steps to wire Dagger (Programmable CI) into VS Code Copilot. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Create MCP config
.vscode/mcp.json file in your project rootAdd the server config
Enable Agent mode
Start using Dagger (Programmable CI)
Why Use VS Code Copilot with the Dagger (Programmable CI) MCP Server
GitHub Copilot for Visual Studio Code provides unique advantages when paired with Dagger (Programmable CI) through the Model Context Protocol.
VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor
Project-scoped MCP configs (`.vscode/mcp.json`) let you commit server configurations to your repository, ensuring the entire team shares the same tool access
Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop
GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services
Dagger (Programmable CI) + VS Code Copilot Use Cases
Practical scenarios where VS Code Copilot combined with the Dagger (Programmable CI) MCP Server delivers measurable value.
Live API integration: Copilot can query an MCP server, inspect the response schema, and generate typed API client code in the same step
DevSecOps workflows: security teams can give developers access to domain intelligence tools directly in their editor for real-time vulnerability assessment during code review
Data pipeline development: Copilot fetches sample data via MCP and generates transformation scripts, validators, and test fixtures from actual API responses
Documentation generation: Copilot queries available tools and auto-generates README sections, API reference docs, and usage examples
Example Prompts for Dagger (Programmable CI) in VS Code Copilot
Ready-to-use prompts you can give your VS Code Copilot agent to start working with Dagger (Programmable CI) immediately.
"Check the current version of the Dagger engine."
"Initialize a scratch container and return its ID."
"Get the state of the git repository at https://github.com/dagger/dagger."
Troubleshooting Dagger (Programmable CI) MCP Server with VS Code Copilot
Common issues when connecting Dagger (Programmable CI) to VS Code Copilot through Vinkius, and how to resolve them.
MCP tools not available
Dagger (Programmable CI) + VS Code Copilot FAQ
Common questions about integrating Dagger (Programmable CI) MCP Server with VS Code Copilot.
Which VS Code version supports MCP?
How do I switch to Agent mode?
Can I restrict which MCP tools Copilot can access?
Does MCP work in VS Code Remote or Codespaces?
.vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.Explore More MCP Servers
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