Argo Workflows MCP Server for Mastra AI 6 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Argo Workflows through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
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Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"argo-workflows": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Argo Workflows Agent",
instructions:
"You help users interact with Argo Workflows " +
"using 6 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Argo Workflows?"
);
console.log(result.text);
}
main();
* 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 Argo Workflows MCP Server
Connect your Argo Workflows cluster to any AI agent and take full control of your infrastructure orchestration through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and Argo Workflows tool infrastructure. Connect 6 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
What you can do
- Active Workflows — List and query all running, pending, or recently completed workflow executions across your Kubernetes namespaces
- Deep Inspection — Dive into specific workflow instances to inspect their precise resource trees, node statuses, and pod parameters to catch failures
- Templates & Crons — Browse parameterized, reusable WorkflowTemplates and analyze recurring CronWorkflows orchestrating scheduled jobs
- Historical Archives — Search archived workflows that hit your database to understand historical infrastructure patterns
The Argo Workflows MCP Server exposes 6 tools through the Vinkius. Connect it to Mastra AI 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 Argo Workflows to Mastra AI via MCP
Follow these steps to integrate the Argo Workflows MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 6 tools from Argo Workflows via MCP
Why Use Mastra AI with the Argo Workflows MCP Server
Mastra AI provides unique advantages when paired with Argo Workflows through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Argo Workflows without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every Argo Workflows tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
Argo Workflows + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Argo Workflows MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Argo Workflows, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Argo Workflows as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Argo Workflows on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Argo Workflows tools alongside other MCP servers
Argo Workflows MCP Tools for Mastra AI (6)
These 6 tools become available when you connect Argo Workflows to Mastra AI via MCP:
get_server_info
Get Argo Workflows server information
get_workflow
Get detailed resource tree and status for an Argo workflow
list_archived_workflows
List archived workflows from Argo history
list_cron_workflows
List scheduled cron workflows in a namespace
list_workflow_templates
List workflow templates defined in a namespace
list_workflows
List workflows in a Kubernetes namespace
Example Prompts for Argo Workflows in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Argo Workflows immediately.
"List all active workflows in the 'data-engineering' namespace."
"What is the detailed status tree of the workflow named 'daily-backup-55x'?"
"Are there any parameterized WorkflowTemplates available for me to run?"
Troubleshooting Argo Workflows MCP Server with Mastra AI
Common issues when connecting Argo Workflows to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpArgo Workflows + Mastra AI FAQ
Common questions about integrating Argo Workflows MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect Argo Workflows 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 Argo Workflows to Mastra AI
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.