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Dagger (Programmable CI) MCP Server for WindsurfGive Windsurf instant access to 10 tools to Execute Graphql Query, Query Cache Volume, Query Container, and more

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Windsurf brings agentic AI coding to a purpose-built IDE. Connect Dagger (Programmable CI) through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.

Ask AI about this MCP Server for Windsurf

The Dagger (Programmable CI) MCP Server for Windsurf is a standout in the Loved By Devs category — giving your AI agent 10 tools to work with, ready to go from day one.

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Classic Setup·json
{
  "mcpServers": {
    "dagger-programmable-ci": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
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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.

Windsurf's Cascade agent chains multiple Dagger (Programmable CI) tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your 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 Windsurf 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 Windsurf

When Windsurf 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

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

Query cache volume on Dagger (Programmable CI)

Constructs a cache volume

query

Query container on Dagger (Programmable CI)

Creates a scratch container and returns its ID

query

Query current module on Dagger (Programmable CI)

Queries the current module

query

Query directory on Dagger (Programmable CI)

Creates an empty directory and returns its ID

query

Query git on Dagger (Programmable CI)

Queries a Git repository

query

Query host on Dagger (Programmable CI)

Queries the host environment

query

Query http on Dagger (Programmable CI)

Returns a file from a URL

query

Query secret on Dagger (Programmable CI)

g., env://VAR_NAME, file://PATH, cmd://COMMAND). Creates a new secret

query

Query version on Dagger (Programmable CI)

Get the Dagger Engine version

Connect Dagger (Programmable CI) to Windsurf via MCP

Follow these steps to wire Dagger (Programmable CI) into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
02

Add the server

Paste the JSON configuration above into mcp_config.json
03

Save and reload

Windsurf will detect the new server automatically
04

Start using Dagger (Programmable CI)

Open Cascade and ask: "Using Dagger (Programmable CI), help me...". 10 tools available

Why Use Windsurf with the Dagger (Programmable CI) MCP Server

Windsurf provides unique advantages when paired with Dagger (Programmable CI) through the Model Context Protocol.

01

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

02

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

03

JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available

04

Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

Dagger (Programmable CI) + Windsurf Use Cases

Practical scenarios where Windsurf combined with the Dagger (Programmable CI) MCP Server delivers measurable value.

01

Automated code generation: ask Cascade to fetch data from Dagger (Programmable CI) and generate models, types, or handlers based on real API responses

02

Live debugging: query Dagger (Programmable CI) tools mid-session to inspect production data while debugging without leaving the editor

03

Documentation generation: pull schema information from Dagger (Programmable CI) and have Cascade generate comprehensive API docs automatically

04

Rapid prototyping: combine Dagger (Programmable CI) data with Cascade's code generation to scaffold entire features in minutes

Example Prompts for Dagger (Programmable CI) in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with Dagger (Programmable CI) immediately.

01

"Check the current version of the Dagger engine."

02

"Initialize a scratch container and return its ID."

03

"Get the state of the git repository at https://github.com/dagger/dagger."

Troubleshooting Dagger (Programmable CI) MCP Server with Windsurf

Common issues when connecting Dagger (Programmable CI) to Windsurf through Vinkius, and how to resolve them.

01

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

Dagger (Programmable CI) + Windsurf FAQ

Common questions about integrating Dagger (Programmable CI) MCP Server with Windsurf.

01

How does Windsurf discover MCP tools?

Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
02

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
03

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.

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