DVC 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 DVC 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: {
"dvc": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "DVC Agent",
instructions:
"You help users interact with DVC " +
"using 6 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with DVC?"
);
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 DVC MCP Server
Connect your DVC Studio account to any AI agent and take full control of your machine learning experiments and data versioning workflows through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and DVC 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
- Project Orchestration — Expose registered organization workspaces and validate available physical repositories connected within DVC Studio limits
- Experiment Navigation — Iterate through explicitly generated model runs mapping precise metric arrays and discovering logged metrics history cleanly
- View Management — Extract explicit UI configuration layouts and dashboard settings to retrieve structural workspace representations natively
- Repository Auditing — Analyze specific identifier boundaries resolving internal team mappings and parsing direct repository metadata constraints
- Metric Inspection — Retrieve complex structural arrays defining precisely which metrics were captured during specific experiment epochs
- Identity Oversight — Identify the exact authorized token holder exposing mapping roles and organization scopes dynamically to verify permissions
The DVC 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 DVC to Mastra AI via MCP
Follow these steps to integrate the DVC 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 DVC via MCP
Why Use Mastra AI with the DVC MCP Server
Mastra AI provides unique advantages when paired with DVC through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add DVC 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 DVC 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
DVC + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the DVC MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query DVC, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed DVC as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query DVC on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using DVC tools alongside other MCP servers
DVC MCP Tools for Mastra AI (6)
These 6 tools become available when you connect DVC to Mastra AI via MCP:
get_project
Get project
get_user
Get user profile
get_view
Get view
list_experiments
List experiments
list_projects
List projects
list_views
List views
Example Prompts for DVC in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with DVC immediately.
"List all projects in my DVC Studio account"
"Show me the last 5 experiments for project 'Credit-Scoring-Model'"
"What are my dashboard views in DVC?"
Troubleshooting DVC MCP Server with Mastra AI
Common issues when connecting DVC to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpDVC + Mastra AI FAQ
Common questions about integrating DVC 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 DVC 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.
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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 DVC to Mastra AI
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.